Colorimetric biosensor based on smartphone: State-of-art

Smartphone-based colorimetric sensors can be operated out of the laboratory, meeting urgent needs such as point-of-care testing and on-site diagnostics. The quality of the captured colorimetric image is directly related to the detection sensitivity, and the experimenter can optimize the image by cus...

Full description

Saved in:
Bibliographic Details
Published inSensors and actuators. A. Physical. Vol. 349; p. 114056
Main Authors Geng, Zhaoxin, Miao, Yanrui, Zhang, Guling, Liang, Xiao
Format Journal Article
LanguageEnglish
Published Elsevier B.V 01.01.2023
Subjects
Online AccessGet full text
ISSN0924-4247
1873-3069
DOI10.1016/j.sna.2022.114056

Cover

Loading…
Abstract Smartphone-based colorimetric sensors can be operated out of the laboratory, meeting urgent needs such as point-of-care testing and on-site diagnostics. The quality of the captured colorimetric image is directly related to the detection sensitivity, and the experimenter can optimize the image by customizing accessories and setting parameters. This paper introduces common colorimetric transduction mechanisms and reviews the advantages and disadvantages of various color spaces. The reports of paper-based (25 reports cited), plastic microfluidic chip-based (7 reports cited), microtiter plate-based (6 reports cited), and cuvette-based (7 reports cited) platforms combined with smartphones from 2017 to 2022 are reviewed, with the performance in signal enhancement and structural design being analyzed and discussed. Finally, the optimization algorithms of data processing and feature extraction are introduced, and the existing difficulties are discussed. This review aims to provide comprehensive solutions to the problems that appear in the colorimetric sensing assisted by smartphones. [Display omitted] •Transduction mechanisms are discussed from the angle of whether new substance is produced.•RGB and other color spaces transformed from RGB are introduced.•Reports (2017–2022) of smartphone-based colorimetric platforms are reviewed.•The discussions focus the signal enhancement and structural design.•Algorithms for color data processing are reviewed.
AbstractList Smartphone-based colorimetric sensors can be operated out of the laboratory, meeting urgent needs such as point-of-care testing and on-site diagnostics. The quality of the captured colorimetric image is directly related to the detection sensitivity, and the experimenter can optimize the image by customizing accessories and setting parameters. This paper introduces common colorimetric transduction mechanisms and reviews the advantages and disadvantages of various color spaces. The reports of paper-based (25 reports cited), plastic microfluidic chip-based (7 reports cited), microtiter plate-based (6 reports cited), and cuvette-based (7 reports cited) platforms combined with smartphones from 2017 to 2022 are reviewed, with the performance in signal enhancement and structural design being analyzed and discussed. Finally, the optimization algorithms of data processing and feature extraction are introduced, and the existing difficulties are discussed. This review aims to provide comprehensive solutions to the problems that appear in the colorimetric sensing assisted by smartphones. [Display omitted] •Transduction mechanisms are discussed from the angle of whether new substance is produced.•RGB and other color spaces transformed from RGB are introduced.•Reports (2017–2022) of smartphone-based colorimetric platforms are reviewed.•The discussions focus the signal enhancement and structural design.•Algorithms for color data processing are reviewed.
ArticleNumber 114056
Author Zhang, Guling
Geng, Zhaoxin
Liang, Xiao
Miao, Yanrui
Author_xml – sequence: 1
  givenname: Zhaoxin
  surname: Geng
  fullname: Geng, Zhaoxin
  email: zxgeng@muc.edu.cn
  organization: School of Information Engineering, Minzu University of China, Beijing 100081, PR China
– sequence: 2
  givenname: Yanrui
  surname: Miao
  fullname: Miao, Yanrui
  organization: College of Science, Minzu University of China, Beijing 100081, PR China
– sequence: 3
  givenname: Guling
  surname: Zhang
  fullname: Zhang, Guling
  organization: College of Science, Minzu University of China, Beijing 100081, PR China
– sequence: 4
  givenname: Xiao
  surname: Liang
  fullname: Liang, Xiao
  organization: School of Information Engineering, Minzu University of China, Beijing 100081, PR China
BookMark eNp9j8tKAzEUhoNUsK0-gLt5gYy5zWSiKylahYILdR1yxZQ2KUkQfHtT6spFVwcO5_vP_y3ALKboALjFqMcIj3fbvkTVE0RIjzFDw3gB5njiFFI0ihmYI0EYZITxK7AoZYsQopTzOZhWaZdy2Luag-l0SMXFknKnVXG2S7Ere5Xr4at9u-_eq6oOJg_b6hpcerUr7uZvLsHn89PH6gVu3tavq8cNNETwCqdRTUKLgWmqnWUcacyY8UqrwQ6EjUg4YbXHylA8qXZiifYGD8oQb0ah6BLgU67JqZTsvDy0uir_SIzkUV1uZVOXR3V5Um8M_8eY0KqHFGtWYXeWfDiRril9B5dlMcFF42zIzlRpUzhD_wKEtXaI
CitedBy_id crossref_primary_10_1016_j_microc_2025_113093
crossref_primary_10_1007_s10853_023_08449_9
crossref_primary_10_1016_j_saa_2023_123366
crossref_primary_10_1002_SMMD_20230040
crossref_primary_10_1016_j_aca_2024_342741
crossref_primary_10_1016_j_saa_2024_125523
crossref_primary_10_3390_bios13090898
crossref_primary_10_1016_j_trac_2024_117609
crossref_primary_10_1002_wnan_70006
crossref_primary_10_1016_j_ccr_2025_216571
crossref_primary_10_1016_j_microc_2024_111947
crossref_primary_10_1039_D4SD00308J
crossref_primary_10_1016_j_trac_2023_117459
crossref_primary_10_1109_JSEN_2023_3325545
crossref_primary_10_1016_j_sna_2024_115174
crossref_primary_10_1016_j_snb_2023_134834
crossref_primary_10_1016_j_snb_2023_134417
crossref_primary_10_1016_j_nanoso_2024_101339
crossref_primary_10_1007_s00216_024_05147_6
crossref_primary_10_1021_acssensors_4c02765
crossref_primary_10_1002_smtd_202400155
crossref_primary_10_1016_j_microc_2024_111739
crossref_primary_10_1007_s44258_024_00028_0
crossref_primary_10_1016_j_cej_2024_153382
crossref_primary_10_1016_j_microc_2024_111713
crossref_primary_10_1016_j_jclepro_2025_145322
crossref_primary_10_1016_j_cjsc_2024_100349
crossref_primary_10_1016_j_jim_2024_113745
crossref_primary_10_1016_j_microc_2024_110578
crossref_primary_10_61189_494562hpikfi
crossref_primary_10_1007_s11947_024_03391_3
crossref_primary_10_3389_fimmu_2024_1479403
crossref_primary_10_1111_1541_4337_13358
crossref_primary_10_1016_j_jphotochem_2024_115995
crossref_primary_10_1016_j_aca_2025_343808
crossref_primary_10_1080_10408398_2024_2439037
crossref_primary_10_1002_agt2_671
crossref_primary_10_1109_TBME_2024_3443626
Cites_doi 10.1016/j.aca.2020.11.023
10.1039/C5TA00608B
10.1080/05704928.2018.1457045
10.1109/ACCESS.2019.2961230
10.1039/C5AN02508G
10.1021/acsami.9b19836
10.1039/c3lc50431j
10.1021/acssensors.7b00257
10.1021/acs.analchem.6b02484
10.1016/j.trac.2018.11.014
10.1021/acsami.9b04568
10.1016/j.trac.2019.115687
10.1007/s10853-020-05544-z
10.1016/j.snb.2016.07.159
10.1016/j.trac.2020.115934
10.1021/acs.analchem.0c00164
10.1016/j.snb.2018.03.082
10.1016/j.jhazmat.2021.128034
10.1021/acssensors.9b01927
10.1016/j.bios.2014.08.027
10.1016/j.talanta.2016.07.012
10.1021/ac5019205
10.1039/C9NR10862A
10.1039/D0RA05190J
10.1109/TBCAS.2016.2633508
10.1039/C5AN02572A
10.1039/C7AN01685A
10.1039/C7AY02658G
10.1016/j.tet.2019.130675
10.1021/acsami.0c00568
10.1039/C4RA07112C
10.1021/acsami.7b03314
10.1021/nn406571t
10.1021/acsomega.0c02317
10.1039/C9LC00797K
10.1039/C6AN00430J
10.1016/j.bios.2021.113538
10.1039/D0NJ01044H
10.3390/polym12050998
10.1016/j.snb.2019.127372
10.1016/j.snb.2020.129066
10.1002/adfm.202001933
10.1039/C4AN01147C
10.1007/s11426-020-9702-1
10.1021/acs.analchem.1c01640
10.1016/j.snb.2016.11.057
10.1039/C7AN00741H
10.1016/j.bios.2021.113569
10.1016/j.aca.2014.12.025
10.1021/acsami.0c07893
10.1021/acs.analchem.0c05278
10.1016/j.snb.2018.11.131
10.1002/jbio.201500329
10.1021/acssensors.2c00754
10.1039/C8AN02521E
10.1016/j.snb.2017.08.220
10.3390/s20051501
10.1016/j.snb.2015.04.052
10.1021/acs.chemrev.7b00024
10.1109/JSEN.2020.3034904
10.1016/j.bios.2020.112788
10.1016/j.nantod.2019.100831
10.1016/j.snb.2014.01.077
10.1007/s00216-017-0605-2
10.1021/acs.analchem.7b01379
10.1016/j.snb.2020.129037
10.1039/C9LC00165D
10.1016/j.chemosphere.2021.130096
10.1021/acsomega.8b01270
10.1016/j.saa.2020.118706
10.1021/ac504274q
10.1016/j.snb.2018.09.019
10.1039/C3LC51194D
10.3390/polym12071585
10.1039/C8AN01269E
10.1021/acsanm.0c00475
10.1021/acssensors.0c00937
10.1016/j.bios.2015.08.037
10.1021/ac500131r
10.1016/j.bios.2019.01.068
10.1016/j.saa.2020.118749
10.1021/acssensors.0c01742
10.1016/j.talanta.2017.08.022
10.1021/acssensors.7b00450
10.1016/j.bios.2015.03.006
10.1016/j.talanta.2017.09.059
10.1016/j.snb.2019.126942
10.1021/acs.analchem.7b02612
10.1021/acsami.7b10564
10.1021/acsami.7b18121
10.1016/j.aca.2019.01.009
10.1021/acsnano.5b03203
10.1021/ac5008688
10.1021/acssensors.7b00282
10.1021/ac403040a
10.1021/acs.analchem.8b03120
10.1021/acs.analchem.0c01099
10.1016/j.snb.2021.130242
10.1016/j.aca.2017.03.037
10.1016/j.bios.2017.11.021
10.1039/D0AY02184A
10.1016/j.aca.2013.11.044
10.1021/ac502137s
10.1021/acssensors.9b00063
10.1039/C3LC51451J
10.1039/c2lc40741h
10.1016/j.cap.2020.06.021
10.1016/j.measurement.2019.107068
10.1016/j.envres.2022.112745
10.1016/j.biotechadv.2016.02.010
10.1016/j.bios.2018.05.015
10.1007/s00216-018-0939-4
10.1016/j.talanta.2019.02.066
10.1039/C3LC51375K
10.1016/j.measurement.2020.108085
10.1364/AO.56.000084
10.1039/C4AN02297A
10.1016/j.bios.2021.113909
10.1039/C5LC00055F
ContentType Journal Article
Copyright 2022 Elsevier B.V.
Copyright_xml – notice: 2022 Elsevier B.V.
DBID AAYXX
CITATION
DOI 10.1016/j.sna.2022.114056
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1873-3069
ExternalDocumentID 10_1016_j_sna_2022_114056
S0924424722006914
GroupedDBID --K
--M
-~X
.~1
0R~
123
1B1
1RT
1~.
1~5
4.4
457
4G.
5VS
7-5
71M
8P~
9JN
AABNK
AACTN
AAEDT
AAEDW
AAIAV
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AARLI
AAXUO
ABMAC
ABNEU
ABYKQ
ACDAQ
ACFVG
ACGFS
ACIWK
ACRLP
ADBBV
ADECG
ADEZE
ADTZH
AEBSH
AECPX
AEKER
AFKWA
AFTJW
AFZHZ
AGHFR
AGUBO
AGYEJ
AHHHB
AHJVU
AIEXJ
AIKHN
AITUG
AIVDX
AJOXV
AJSZI
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
AXJTR
BJAXD
BKOJK
BLXMC
CS3
EBS
EFJIC
EFLBG
EO8
EO9
EP2
EP3
F5P
FDB
FIRID
FLBIZ
FNPLU
FYGXN
G-Q
GBLVA
IHE
J1W
JJJVA
KOM
LY7
M36
M41
MO0
N9A
O-L
O9-
OAUVE
OGIMB
OZT
P-8
P-9
P2P
PC.
Q38
RNS
ROL
RPZ
SDF
SDG
SDP
SES
SPC
SPCBC
SPD
SSK
SSQ
SST
SSZ
T5K
TN5
YK3
~G-
AAQXK
AATTM
AAXKI
AAYWO
AAYXX
ABFNM
ABWVN
ABXDB
ACNNM
ACRPL
ADMUD
ADNMO
AEIPS
AFJKZ
AFXIZ
AGCQF
AGQPQ
AGRNS
AIIUN
AJQLL
ANKPU
APXCP
ASPBG
AVWKF
AZFZN
BNPGV
CITATION
EJD
FEDTE
FGOYB
G-2
HMU
HVGLF
HZ~
R2-
SCB
SCH
SET
SEW
SSH
WUQ
ID FETCH-LOGICAL-c297t-86a89b954b3bed470b144cfaba5d524609e9dbf1ac318abedd2bfc15ac2fc69a3
IEDL.DBID .~1
ISSN 0924-4247
IngestDate Thu Apr 24 22:57:33 EDT 2025
Tue Jul 01 02:24:54 EDT 2025
Fri Feb 23 02:39:53 EST 2024
IsPeerReviewed true
IsScholarly true
Keywords Colorimetry
Smartphone
Point-of-Care
Biosensor
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c297t-86a89b954b3bed470b144cfaba5d524609e9dbf1ac318abedd2bfc15ac2fc69a3
ParticipantIDs crossref_primary_10_1016_j_sna_2022_114056
crossref_citationtrail_10_1016_j_sna_2022_114056
elsevier_sciencedirect_doi_10_1016_j_sna_2022_114056
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2023-01-01
2023-01-00
PublicationDateYYYYMMDD 2023-01-01
PublicationDate_xml – month: 01
  year: 2023
  text: 2023-01-01
  day: 01
PublicationDecade 2020
PublicationTitle Sensors and actuators. A. Physical.
PublicationYear 2023
Publisher Elsevier B.V
Publisher_xml – name: Elsevier B.V
References Ai, He (bib51) 2020; 304
Vashist, van Oordt, Schneider, Zengerle, Stetten, Luong (bib79) 2015; 67
Chen, Fu, Li, Xie, Ke, Song, Tang, Wang (bib77) 2017; 409
Chen, Niu, Ji, Fang, Guo, Wu (bib90) 2021; 93
Sun, Li, Qi, Tian, Han, Shi, Lin, Chen (bib99) 2018; 178
Oncescu, Mancuso, Erickson (bib7) 2014; 14
Jiao, Xu, Du, Li, Yin (bib44) 2017; 9
Sivakumar, Lee (bib12) 2021; 275
Mathaweesansurn, Maneerat, Choengchan (bib115) 2017; 242
Bao, Jiang, Wang, Yu, Han (bib120) 2018; 143
Nour, Malah (bib82) 2020; 44
Oh, Yeang, Park, Choi, Kim, Kang, Bae, Kim, Lim, Lee, Hahm (bib46) 2020; 12
de, Garcia, Cardoso, Garcia, Carrilho, Coltro (bib87) 2014; 4
Hou, Wu, Shen, Zhang, Hou, He, Huo (bib50) 2020; 20
Yetisen, Montelongo, Qasim, Butt, Wilkinson, Monteiro, Yun (bib34) 2015; 87
Tania, Lwin, Shabut, Najlah, Chin, Hossain (bib117) 2020; 139
Oncescu, O’Dell, Erickson (bib9) 2013; 13
Fabiani, Mazzaracchio, Moscone, Fillo, Santis, Monte, Amatore, Lista, Arduini (bib95) 2022; 200
Park, Heo, Jeong, Yoo, Park, Kim (bib91) 2018; 10
Gong, Sinton (bib97) 2017; 117
Roda, Michelini, Cevenini, Calabria, Calabretta, Simoni (bib6) 2014; 86
Dutta (bib76) 2019; 110
Karlsen, Dong (bib116) 2017; 11
Mercan, Kilic, Sen (bib123) 2021; 329
Wang, Li, Cai, Liu, Li, Zhang, He (bib96) 2018; 410
Kang, Zhang, Li, Dong, Liu, Miao, Low, Gao, Hosmane, Wu (bib30) 2018; 10
Huang, Xu, Chen, Liu, Li, Song, Ma, Guo (bib4) 2018; 143
Coleman, Coarsey, Asghar (bib56) 2019; 144
Park, Kim, Lee, Kook, Kim, Kim, Hwang, Lee (bib45) 2020; 12
Shen, Hagen, Papautsky (bib58) 2012; 12
Chu, Huang, Shen, Li, Li, Xu, Lv, Luo, Liu (bib42) 2020; 12
Zhang, Liu (bib11) 2016; 75
Nelis, Zhao, Bura, Rafferty, Elliott, Campbell (bib65) 2020; 92
Jalal, Jin, Shim (bib101) 2017; 89
Dong, Wang, Zhang, Ma, Iqbal, Miao, Zhou, Shen, Wu (bib68) 2017; 2
Petryayeva, Algar (bib32) 2014; 86
Wang, Chang, Lin, Gartia, Liu (bib64) 2017; 89
Paterson, Rica (bib3) 2015; 140
Yin, Ding, Xu, Li, Wang, Zhao, Otis, Li, Liu (bib104) 2021; 344
Ngo, Nguyen, Jana, Choi, Chung, Hur (bib40) 2021; 1147
Mercan, Kilic, Sen (bib111) 2021; 329
Liu, Yang, Shi, Shi, Mao, Mao, Zhang (bib43) 2022
Zhao, Hu, Zhang, Liu (bib47) 2019; 75
Zhang, Niu, Li, He, Song, Peng, Pan, Qiu, Zhao, Lan (bib39) 2018; 265
Sajed, Arefi, Kolahdouz, Sadeghi (bib71) 2019; 298
Amirjani, Fatmehsari (bib70) 2018; 176
Wang, Yu, Wang, Zhu, Dai (bib29) 2020; 63
Kaneta, Alahmad, Varanusupakul (bib20) 2019; 54
Wang, Wang, Dong, Kang, Li, Nie (bib67) 2020; 92
Li, Yang, Li, Nie, Tian (bib31) 2021; 56
Santopolo, Doménech-Sánchez, Russell, La Rica (bib54) 2019; 4
Xia, Chen, Tang, Cheng, Yu, He, Cao, Lu, Liu, Zheng (bib63) 2019; 4
Prabhu, Nandagopal, Yegneswaran, Prabhu, Verma, Mani (bib108) 2020; 10
Kanchi, Sabela, Mdluli, Inamuddin, Bisetty (bib16) 2018; 102
Yang, Cheng, Chen, Qian, Zhang, Pan, Duan, Miao (bib60) 2018; 3
Mutlu, Kilic, Ozdemir, Bayram, Horzum, Solmaz (bib114) 2017; 142
Tharmalingam, Mathivanan, Murugesapandian (bib48) 2020; 242
Evans, Gabriel, Benavidez, Coltro, Garcia (bib88) 2014; 139
Ma, Li, Chen, Lee, Chou, Lai, Huang, Ma, Lee (bib105) 2019; 19
Han, Koo, Ki, Kim (bib84) 2020; 12
Su, Zou, Zhou, Zou, Li, Wang, Hu, Wang (bib55) 2015; 216
Jiao, Li, Xiang, Chen (bib37) 2020; 242
Kong, You, Zhang, Nguyen, Tarlan, Jarvi, Sinton (bib113) 2019; 19
He, Bu, Zheng, Xia, Bai, Zhao, Sun, Dong, Wang (bib94) 2022; 425
Citartan, Tang (bib17) 2019; 199
Dong, Ma, Qiu, Zhang, Wu (bib74) 2021; 329
Silva, Aparecido, Freitas, Oliveira, Moreira, Marcolino-Junior, Bergamini, Coltro, Janegitz (bib98) 2020; 164
Wu, Wang, Liu, Liang, Lu, Li, Tang, Li, Li (bib110) 2022; 7
Aydindogan, Ceylan, Timur (bib85) 2020; 208
Berg, Cortazar, Tseng, Ozkan, Feng, Wei, Chan, Burbano, Farooqui, Lewinski, Di Carlo, Garner, Ozcan (bib78) 2015; 9
Yetisen, Martinez-Hurtado, Garcia-Melendrez, Da Vasconcellos, Lowe (bib8) 2014; 196
Liu, Yang, Feng, Liu, Ran, Wang, Liu, Peng, Ding, Fang (bib49) 2020; 12
Chen, Yao, Chen, Shen, Tang, Lee (bib18) 2021; 172
Qian, Gao, Liu, Jiang (bib36) 2021; 13
Kim, Awofeso, Choi, Jung, Bae (bib121) 2017; 56
Lopreside, Montali, Wang, Tassoni, Ferri, Calabretta, Michelini (bib102) 2021; 194
Zhang, Wang, Chen, Wang, Choo, Chen (bib22) 2018; 114
Murdock, Shen, Griffin, Kelley-Loughnane, Papautsky, Hagen (bib80) 2013; 85
Yu, Brandt, Nicolas, Aizenberg (bib33) 2020; 12
Liang, Han (bib41) 2020; 30
Morbioli, Mazzu-Nascimento, Stockton, Carrilho (bib19) 2017; 970
Rajasulochana, Ganesan, Kumar, Mahalaxmi, Tasneem, Ponnuchamy, Kapoor (bib103) 2022; 208
Thakur, Maheshwari, Datta, Dubey, Shakher (bib112) 2021; 21
Dutta, Saikia, Sarma, Gupta, Das, Nath (bib72) 2017; 10
Kim, Kim, Ha, Kim (bib118) 2020; 20
Reinhard, Miller, Diepenheim, Cantrell, Hall (bib57) 2020; 3
Yang, Sun, Wang, Wong, Huang (bib75) 2019; 283
Tang, Mu, Qu, Wang, Duan, Reed (bib107) 2017; 9
Shahvar, Shamsaei, Saraji (bib69) 2020; 150
Tsai, Huang, Chen, Shen, Wang, Cheng, Chen (bib83) 2017; 2
Ilacas, Basa, Nelms, Sosa, Liu, Gomez (bib35) 2019; 1055
Lee, Oncescu, Mancuso, Mehta, Erickson (bib24) 2014; 14
Gabriel, Garcia, Cardoso, Lopes, Martins, Coltro (bib81) 2016; 141
Della Ventura, Cennamo, Minopoli, Campanile, Censi, Terracciano, Portella, Velotta (bib26) 2020; 5
van Nguyen, van Nguyen, Liu, Seo (bib66) 2020; 5
Liu, Geng, Fan, Liu, Chen (bib14) 2019; 132
Li, Yang, Wong, Yu (bib61) 2017; 89
Nelis, Tsagkaris, Dillon, Hajslova, Elliott (bib13) 2020; 129
Soh, Chan, Ying (bib92) 2020; 30
Wang, Liu, Chen, Nhung Thi Tran, Zhang, Chia, Boujday, Liedberg (bib5) 2016; 141
Hong, Chang (bib10) 2014; 14
Solmaz, Mutlu, Alankus, Kilic, Bayram, Horzum (bib122) 2018; 255
Lopez-Ruiz, Curto, Erenas, Benito-Lopez, Diamond, Palma, Capitan-Vallvey (bib119) 2014; 86
Aydindogan, Guler Celik, Timur (bib21) 2018; 90
Choleva, Kappi, Giokas, Vlessidis (bib53) 2015; 860
Barbosa, Gehlot, Sidapra, Edwards, Reis (bib25) 2015; 70
Liu, Zhang, Zhao, Lin, Zhou, Li, Li (bib106) 2019; 11
Bu, Bai, Zhao, Cao, He, Sun, Wang, Jia, Li, Wang, Wang (bib93) 2021; 192
Kim, Jalal, Im, Ko, Shim (bib59) 2017; 239
Wang, Li, Bao, Han, Xia, Tian, Ni (bib124) 2016; 160
Jang, Carrao, Menger, Moraes de Oliveira, Anderson, Henry (bib100) 2020; 5
Escobedo, Erenas, Martinez Olmos, Carvajal, Tabraue Chavez, Luque Gonzalez, Diaz-Mochon, Pernagallo, Fermin Capitan-Vallvey, Palma (bib109) 2019; 7
Tang, Li (bib23) 2017; 2
Harpaz, Eltzov, Ng, Marks, Tok (bib38) 2020; 10
Chen, Fang, Chai, Zhou, Li, Yu (bib62) 2019; 281
Bhakta, Borba, Taba, Garcia, Carrilho (bib89) 2014; 809
Yen, Puig, Tam, Gómez-Márquez, Bosch, Hamad-Schifferli, Gehrke (bib28) 2015; 15
Li, Wang, Wen, Ding, Sun, Ke, Chen, Yu (bib52) 2015; 3
Meredith, Quinn, Cate, Reilly, Volckens, Henry (bib2) 2016; 141
Wei, Nagi, Sadeghi, Feng, Yan, Ki, Caire, Tseng, Ozcan (bib73) 2014; 8
Kwon, Long, Wan, Yu, Cunningham (bib15) 2016; 34
Chen, Chen, Yen, Wang, Chang, Chen (bib27) 2014; 86
Devadhasan, Gu, Chen, Smith, Thomas, Gates-Hollingsworth, Hau, Pandit, AuCoin, Zenhausern (bib86) 2021; 93
Shende, Prabhakar, Patil (bib1) 2019; 121
Huang (10.1016/j.sna.2022.114056_bib4) 2018; 143
van Nguyen (10.1016/j.sna.2022.114056_bib66) 2020; 5
Shen (10.1016/j.sna.2022.114056_bib58) 2012; 12
Park (10.1016/j.sna.2022.114056_bib91) 2018; 10
Chen (10.1016/j.sna.2022.114056_bib77) 2017; 409
Li (10.1016/j.sna.2022.114056_bib31) 2021; 56
Bhakta (10.1016/j.sna.2022.114056_bib89) 2014; 809
Liu (10.1016/j.sna.2022.114056_bib49) 2020; 12
Dong (10.1016/j.sna.2022.114056_bib74) 2021; 329
Karlsen (10.1016/j.sna.2022.114056_bib116) 2017; 11
Ai (10.1016/j.sna.2022.114056_bib51) 2020; 304
Kang (10.1016/j.sna.2022.114056_bib30) 2018; 10
Dong (10.1016/j.sna.2022.114056_bib68) 2017; 2
Zhang (10.1016/j.sna.2022.114056_bib11) 2016; 75
Dutta (10.1016/j.sna.2022.114056_bib76) 2019; 110
Chen (10.1016/j.sna.2022.114056_bib18) 2021; 172
Wang (10.1016/j.sna.2022.114056_bib64) 2017; 89
Silva (10.1016/j.sna.2022.114056_bib98) 2020; 164
Roda (10.1016/j.sna.2022.114056_bib6) 2014; 86
Li (10.1016/j.sna.2022.114056_bib61) 2017; 89
Chen (10.1016/j.sna.2022.114056_bib62) 2019; 281
Chen (10.1016/j.sna.2022.114056_bib90) 2021; 93
Zhang (10.1016/j.sna.2022.114056_bib22) 2018; 114
Ngo (10.1016/j.sna.2022.114056_bib40) 2021; 1147
Sajed (10.1016/j.sna.2022.114056_bib71) 2019; 298
Gabriel (10.1016/j.sna.2022.114056_bib81) 2016; 141
Della Ventura (10.1016/j.sna.2022.114056_bib26) 2020; 5
Tsai (10.1016/j.sna.2022.114056_bib83) 2017; 2
Kaneta (10.1016/j.sna.2022.114056_bib20) 2019; 54
Jang (10.1016/j.sna.2022.114056_bib100) 2020; 5
Devadhasan (10.1016/j.sna.2022.114056_bib86) 2021; 93
Amirjani (10.1016/j.sna.2022.114056_bib70) 2018; 176
Nour (10.1016/j.sna.2022.114056_bib82) 2020; 44
Mercan (10.1016/j.sna.2022.114056_bib123) 2021; 329
Petryayeva (10.1016/j.sna.2022.114056_bib32) 2014; 86
Wang (10.1016/j.sna.2022.114056_bib5) 2016; 141
Shende (10.1016/j.sna.2022.114056_bib1) 2019; 121
Wei (10.1016/j.sna.2022.114056_bib73) 2014; 8
Fabiani (10.1016/j.sna.2022.114056_bib95) 2022; 200
Citartan (10.1016/j.sna.2022.114056_bib17) 2019; 199
Shahvar (10.1016/j.sna.2022.114056_bib69) 2020; 150
Yetisen (10.1016/j.sna.2022.114056_bib8) 2014; 196
Yetisen (10.1016/j.sna.2022.114056_bib34) 2015; 87
Yin (10.1016/j.sna.2022.114056_bib104) 2021; 344
Solmaz (10.1016/j.sna.2022.114056_bib122) 2018; 255
Choleva (10.1016/j.sna.2022.114056_bib53) 2015; 860
Hong (10.1016/j.sna.2022.114056_bib10) 2014; 14
Mercan (10.1016/j.sna.2022.114056_bib111) 2021; 329
Ma (10.1016/j.sna.2022.114056_bib105) 2019; 19
Park (10.1016/j.sna.2022.114056_bib45) 2020; 12
Coleman (10.1016/j.sna.2022.114056_bib56) 2019; 144
Morbioli (10.1016/j.sna.2022.114056_bib19) 2017; 970
Oncescu (10.1016/j.sna.2022.114056_bib9) 2013; 13
Wu (10.1016/j.sna.2022.114056_bib110) 2022; 7
Oh (10.1016/j.sna.2022.114056_bib46) 2020; 12
Vashist (10.1016/j.sna.2022.114056_bib79) 2015; 67
Berg (10.1016/j.sna.2022.114056_bib78) 2015; 9
Qian (10.1016/j.sna.2022.114056_bib36) 2021; 13
Jiao (10.1016/j.sna.2022.114056_bib37) 2020; 242
Tang (10.1016/j.sna.2022.114056_bib107) 2017; 9
Tharmalingam (10.1016/j.sna.2022.114056_bib48) 2020; 242
Kim (10.1016/j.sna.2022.114056_bib121) 2017; 56
Aydindogan (10.1016/j.sna.2022.114056_bib21) 2018; 90
Yen (10.1016/j.sna.2022.114056_bib28) 2015; 15
Yu (10.1016/j.sna.2022.114056_bib33) 2020; 12
Aydindogan (10.1016/j.sna.2022.114056_bib85) 2020; 208
Evans (10.1016/j.sna.2022.114056_bib88) 2014; 139
Chen (10.1016/j.sna.2022.114056_bib27) 2014; 86
Dutta (10.1016/j.sna.2022.114056_bib72) 2017; 10
Li (10.1016/j.sna.2022.114056_bib52) 2015; 3
He (10.1016/j.sna.2022.114056_bib94) 2022; 425
Bu (10.1016/j.sna.2022.114056_bib93) 2021; 192
Escobedo (10.1016/j.sna.2022.114056_bib109) 2019; 7
Meredith (10.1016/j.sna.2022.114056_bib2) 2016; 141
Nelis (10.1016/j.sna.2022.114056_bib13) 2020; 129
Kong (10.1016/j.sna.2022.114056_bib113) 2019; 19
Lee (10.1016/j.sna.2022.114056_bib24) 2014; 14
Sun (10.1016/j.sna.2022.114056_bib99) 2018; 178
Nelis (10.1016/j.sna.2022.114056_bib65) 2020; 92
Liu (10.1016/j.sna.2022.114056_bib106) 2019; 11
Kwon (10.1016/j.sna.2022.114056_bib15) 2016; 34
Reinhard (10.1016/j.sna.2022.114056_bib57) 2020; 3
Mathaweesansurn (10.1016/j.sna.2022.114056_bib115) 2017; 242
Wang (10.1016/j.sna.2022.114056_bib96) 2018; 410
Tang (10.1016/j.sna.2022.114056_bib23) 2017; 2
Bao (10.1016/j.sna.2022.114056_bib120) 2018; 143
Oncescu (10.1016/j.sna.2022.114056_bib7) 2014; 14
Yang (10.1016/j.sna.2022.114056_bib75) 2019; 283
Tania (10.1016/j.sna.2022.114056_bib117) 2020; 139
Liu (10.1016/j.sna.2022.114056_bib14) 2019; 132
Wang (10.1016/j.sna.2022.114056_bib67) 2020; 92
Murdock (10.1016/j.sna.2022.114056_bib80) 2013; 85
Hou (10.1016/j.sna.2022.114056_bib50) 2020; 20
Jalal (10.1016/j.sna.2022.114056_bib101) 2017; 89
Paterson (10.1016/j.sna.2022.114056_bib3) 2015; 140
Zhao (10.1016/j.sna.2022.114056_bib47) 2019; 75
Lopez-Ruiz (10.1016/j.sna.2022.114056_bib119) 2014; 86
Wang (10.1016/j.sna.2022.114056_bib29) 2020; 63
Kim (10.1016/j.sna.2022.114056_bib118) 2020; 20
de (10.1016/j.sna.2022.114056_bib87) 2014; 4
Kanchi (10.1016/j.sna.2022.114056_bib16) 2018; 102
Sivakumar (10.1016/j.sna.2022.114056_bib12) 2021; 275
Prabhu (10.1016/j.sna.2022.114056_bib108) 2020; 10
Barbosa (10.1016/j.sna.2022.114056_bib25) 2015; 70
Liu (10.1016/j.sna.2022.114056_bib43) 2022
Su (10.1016/j.sna.2022.114056_bib55) 2015; 216
Lopreside (10.1016/j.sna.2022.114056_bib102) 2021; 194
Harpaz (10.1016/j.sna.2022.114056_bib38) 2020; 10
Rajasulochana (10.1016/j.sna.2022.114056_bib103) 2022; 208
Jiao (10.1016/j.sna.2022.114056_bib44) 2017; 9
Mutlu (10.1016/j.sna.2022.114056_bib114) 2017; 142
Soh (10.1016/j.sna.2022.114056_bib92) 2020; 30
Gong (10.1016/j.sna.2022.114056_bib97) 2017; 117
Thakur (10.1016/j.sna.2022.114056_bib112) 2021; 21
Wang (10.1016/j.sna.2022.114056_bib124) 2016; 160
Zhang (10.1016/j.sna.2022.114056_bib39) 2018; 265
Santopolo (10.1016/j.sna.2022.114056_bib54) 2019; 4
Xia (10.1016/j.sna.2022.114056_bib63) 2019; 4
Yang (10.1016/j.sna.2022.114056_bib60) 2018; 3
Chu (10.1016/j.sna.2022.114056_bib42) 2020; 12
Ilacas (10.1016/j.sna.2022.114056_bib35) 2019; 1055
Kim (10.1016/j.sna.2022.114056_bib59) 2017; 239
Han (10.1016/j.sna.2022.114056_bib84) 2020; 12
Liang (10.1016/j.sna.2022.114056_bib41) 2020; 30
References_xml – volume: 132
  start-page: 17
  year: 2019
  end-page: 37
  ident: bib14
  article-title: Point-of-care testing based on smartphone: the current state-of-the-art (2017-2018)
  publication-title: Biosens. Bioelectron.
– volume: 54
  start-page: 117
  year: 2019
  end-page: 141
  ident: bib20
  article-title: Microfluidic paper-based analytical devices with instrument-free detection and miniaturized portable detectors
  publication-title: Appl. Spectrosc. Rev.
– volume: 10
  start-page: 5014
  year: 2018
  end-page: 5021
  ident: bib91
  article-title: Smartphone-based VOC sensor using colorimetric polydiacetylenes
  publication-title: ACS Appl. Mater. Interfaces
– volume: 1055
  start-page: 74
  year: 2019
  end-page: 80
  ident: bib35
  article-title: Paper-based microfluidic devices for glucose assays employing a metal-organic framework (MOF
  publication-title: Anal. Chim. Acta
– volume: 265
  start-page: 412
  year: 2018
  end-page: 420
  ident: bib39
  article-title: A smartphone-integrated ready-to-use paper-based sensor with mesoporous carbon-dispersed Pd nanoparticles as a highly active peroxidase mimic for H2O2 detection
  publication-title: Sens. Actuators B: Chem.
– volume: 10
  start-page: 26853
  year: 2020
  end-page: 26861
  ident: bib108
  article-title: Thread integrated smart-phone imaging facilitates early turning point colorimetric assay for microbes
  publication-title: RSC Adv.
– volume: 15
  start-page: 1638
  year: 2015
  end-page: 1641
  ident: bib28
  article-title: Multicolored silver nanoparticles for multiplexed disease diagnostics: distinguishing dengue, yellow fever, and Ebola viruses
  publication-title: Lab Chip
– volume: 89
  start-page: 13160
  year: 2017
  end-page: 13166
  ident: bib101
  article-title: Paper-plastic hybrid microfluidic device for smartphone-based colorimetric analysis of urine
  publication-title: Anal. Chem.
– volume: 344
  year: 2021
  ident: bib104
  article-title: Multiplexed colorimetric detection of SARS-CoV-2 and other pathogens in wastewater on a 3D printed integrated microfluidic chip
  publication-title: Sens. Actuators B: Chem.
– volume: 121
  year: 2019
  ident: bib1
  article-title: Color changing sensors: a multimodal system for integrated screening
  publication-title: Trac-Trends Anal. Chem.
– volume: 75
  start-page: 273
  year: 2016
  end-page: 284
  ident: bib11
  article-title: Biosensors and bioelectronics on smartphone for portable biochemical detection
  publication-title: Biosens. Bioelectron.
– volume: 63
  start-page: 860
  year: 2020
  end-page: 864
  ident: bib29
  article-title: A facile and sensitive colorimetric detection for RNase A activity based on target regulated protection effect on plasmonic gold nanoparticles aggregation
  publication-title: Sci. China-Chem.
– volume: 5
  start-page: 3043
  year: 2020
  end-page: 3048
  ident: bib26
  article-title: Colorimetric test for fast detection of SARS-CoV-2 in nasal and throat swabs
  publication-title: ACS Sens.
– volume: 141
  start-page: 4749
  year: 2016
  end-page: 4756
  ident: bib81
  article-title: Highly sensitive colorimetric detection of glucose and uric acid in biological fluids using chitosan-modified paper microfluidic devices
  publication-title: Analyst
– volume: 86
  start-page: 6843
  year: 2014
  end-page: 6849
  ident: bib27
  article-title: Detection of Mercury(II) ions using colorimetric gold nanoparticles on paper-based analytical devices
  publication-title: Anal. Chem.
– volume: 275
  year: 2021
  ident: bib12
  article-title: Recent progress in smartphone-based techniques for food safety and the detection of heavy metal ions in environmental water
  publication-title: Chemosphere
– volume: 2
  start-page: 857
  year: 2017
  end-page: 875
  ident: bib23
  article-title: Plasmon-based colorimetric nanosensors for ultrasensitive molecular diagnostics
  publication-title: ACS Sens
– volume: 92
  start-page: 4623
  year: 2020
  end-page: 4629
  ident: bib67
  article-title: Titanium carbide MXenes mediated in situ reduction allows label-free and visualized nanoplasmonic sensing of silver ions
  publication-title: Anal. Chem.
– volume: 5
  start-page: 2230
  year: 2020
  end-page: 2238
  ident: bib100
  article-title: Pump-free microfluidic rapid mixer combined with a paper-based channel
  publication-title: ACS Sens
– volume: 409
  start-page: 6567
  year: 2017
  end-page: 6574
  ident: bib77
  article-title: A smartphone colorimetric reader integrated with an ambient light sensor and a 3D printed attachment for on-site detection of zearalenone
  publication-title: Anal. Bioanal. Chem.
– volume: 129
  year: 2020
  ident: bib13
  article-title: Smartphone-based optical assays in the food safety field
  publication-title: Trends Anal. Chem.
– volume: 970
  start-page: 1
  year: 2017
  end-page: 22
  ident: bib19
  article-title: Technical aspects and challenges of colorimetric detection with microfluidic paper-based analytical devices (mu PADs) - a review
  publication-title: Anal. Chim. Acta
– volume: 12
  start-page: 34564
  year: 2020
  end-page: 34575
  ident: bib84
  article-title: Paper/soluble polymer hybrid-based lateral flow biosensing platform for high-performance point-of-care testing
  publication-title: ACS Appl. Mater. Interfaces
– volume: 14
  start-page: 759
  year: 2014
  end-page: 763
  ident: bib7
  article-title: Cholesterol testing on a smartphone
  publication-title: Lab Chip
– volume: 216
  start-page: 134
  year: 2015
  end-page: 140
  ident: bib55
  article-title: High-sensitive and high-efficient biochemical analysis method using a bionic electronic eye in combination with a smartphone-based colorimetric reader system
  publication-title: Sens. Actuators B: Chem.
– volume: 139
  start-page: 5560
  year: 2014
  end-page: 5567
  ident: bib88
  article-title: Modification of microfluidic paper-based devices with silica nanoparticles
  publication-title: Analyst
– volume: 85
  start-page: 11634
  year: 2013
  end-page: 11642
  ident: bib80
  article-title: Optimization of a paper-based ELISA for a human performance biomarker
  publication-title: Anal. Chem.
– volume: 70
  start-page: 5
  year: 2015
  end-page: 14
  ident: bib25
  article-title: Portable smartphone quantitation of prostate specific antigen (PSA) in a fluoropolymer microfluidic device
  publication-title: Biosens. Bioelectron.
– volume: 144
  start-page: 1935
  year: 2019
  end-page: 1947
  ident: bib56
  article-title: Cell phone based colorimetric analysis for point-of-care settings
  publication-title: Analyst
– volume: 860
  start-page: 61
  year: 2015
  end-page: 69
  ident: bib53
  article-title: Paper-based assay of antioxidant activity using analyte-mediated on-paper nucleation of gold nanoparticles as colorimetric probes
  publication-title: Anal. Chim. Acta
– volume: 19
  start-page: 3804
  year: 2019
  end-page: 3814
  ident: bib105
  article-title: A sample-to-answer, portable platform for rapid detection of pathogens with a smartphone interface
  publication-title: Lab Chip
– volume: 20
  start-page: 1013
  year: 2020
  end-page: 1018
  ident: bib118
  article-title: Smartphone-based image analysis coupled to paper-based colorimetric devices
  publication-title: Curr. Appl. Phys.
– volume: 114
  start-page: 52
  year: 2018
  end-page: 65
  ident: bib22
  article-title: Plasmonic colorimetric sensors based on etching and growth of noble metal nanoparticles: strategies and applications
  publication-title: Biosens. Bioelectron.
– volume: 2
  start-page: 1345
  year: 2017
  end-page: 1354
  ident: bib83
  article-title: Diagnosis of tuberculosis using colorimetric gold nanoparticles on a paper-based analytical device
  publication-title: ACS Sens
– volume: 117
  start-page: 8447
  year: 2017
  end-page: 8480
  ident: bib97
  article-title: Turning the page: advancing paper-based microfluidics for broad diagnostic application
  publication-title: Chem. Rev.
– volume: 242
  start-page: 476
  year: 2017
  end-page: 483
  ident: bib115
  article-title: A mobile phone-based analyzer for quantitative determination of urinary albumin using self-calibration approach
  publication-title: Sens. Actuators B: Chem.
– volume: 10
  year: 2020
  ident: bib38
  article-title: Enhanced colorimetric signal for accurate signal detection in paper-based biosensors
  publication-title: Diagn. (Basel)
– volume: 93
  start-page: 9337
  year: 2021
  end-page: 9344
  ident: bib86
  article-title: Critical comparison between large and mini vertical flow immunoassay platforms for yersinia pestis detection
  publication-title: Anal. Chem.
– volume: 3
  start-page: 9722
  year: 2015
  end-page: 9730
  ident: bib52
  article-title: Constitution of a visual detection system for lead(II) on polydiacetylene-glycine embedded nanofibrous membranes
  publication-title: J. Mater. Chem. a
– volume: 30
  year: 2020
  ident: bib92
  article-title: Strategies for developing sensitive and specific nanoparticle-based lateral flow assays as point-of-care diagnostic device
  publication-title: Nano Today
– volume: 86
  start-page: 3195
  year: 2014
  end-page: 3202
  ident: bib32
  article-title: Multiplexed homogeneous assays of proteolytic activity using a smartphone and quantum dots
  publication-title: Anal. Chem.
– volume: 89
  start-page: 611
  year: 2017
  end-page: 615
  ident: bib64
  article-title: Self-referenced smartphone-based nanoplasmonic imaging platform for colorimetric biochemical sensing
  publication-title: Anal. Chem.
– volume: 7
  start-page: 185677
  year: 2019
  end-page: 185686
  ident: bib109
  article-title: Smartphone-based diagnosis of parasitic infections with colorimetric assays in centrifuge tubes
  publication-title: IEEE Access
– volume: 143
  start-page: 5339
  year: 2018
  end-page: 5351
  ident: bib4
  article-title: Smartphone-based analytical biosensors
  publication-title: Analyst
– volume: 86
  start-page: 9554
  year: 2014
  end-page: 9562
  ident: bib119
  article-title: Smartphone-based simultaneous pH and nitrite colorimetric determination for paper microfluidic devices
  publication-title: Anal. Chem.
– volume: 194
  year: 2021
  ident: bib102
  article-title: Orthogonal paper biosensor for mercury(II) combining bioluminescence and colorimetric smartphone detection
  publication-title: Biosens. Bioelectron.
– volume: 150
  year: 2020
  ident: bib69
  article-title: A portable smartphone-based colorimetric sensor for rapid determination of water content in ethanol
  publication-title: Measurement
– volume: 4
  start-page: 37637
  year: 2014
  end-page: 37644
  ident: bib87
  article-title: A handheld stamping process to fabricate microfluidic paper-based analytical devices with chemically modified surface for clinical assays
  publication-title: RSC Adv.
– volume: 67
  start-page: 248
  year: 2015
  end-page: 255
  ident: bib79
  article-title: A smartphone-based colorimetric reader for bioanalytical applications using the screen-based bottom illumination provided by gadgets
  publication-title: Biosens. Bioelectron.
– volume: 3
  start-page: 4342
  year: 2020
  end-page: 4350
  ident: bib57
  article-title: Nanoparticle design rules for colorimetric plasmonic sensors
  publication-title: ACS Appl. Nano Mater.
– volume: 11
  start-page: 21078
  year: 2019
  end-page: 21085
  ident: bib106
  article-title: Urea-functionalized poly(ionic liquid) photonic spheres for visual identification of explosives with a smartphone
  publication-title: ACS Appl. Mater. Interfaces
– volume: 12
  year: 2020
  ident: bib46
  article-title: Washable colorimetric nanofiber nonwoven for ammonia gas detection
  publication-title: Polymers
– volume: 12
  start-page: 11084
  year: 2020
  end-page: 11093
  ident: bib49
  article-title: Dual-mode photonic sensor array for detecting and discriminating hydrazine and aliphatic amines
  publication-title: ACS Appl. Mater. Interfaces
– volume: 102
  start-page: 136
  year: 2018
  end-page: 149
  ident: bib16
  article-title: Smartphone based bioanalytical and diagnosis applications: a review
  publication-title: Biosens. Bioelectron.
– volume: 8
  start-page: 1121
  year: 2014
  end-page: 1129
  ident: bib73
  article-title: Detection and spatial mapping of mercury contamination in water samples using a smart-phone
  publication-title: ACS Nano
– volume: 176
  start-page: 242
  year: 2018
  end-page: 246
  ident: bib70
  article-title: Colorimetric detection of ammonia using smartphones based on localized surface plasmon resonance of silver nanoparticles
  publication-title: Talanta
– volume: 92
  start-page: 7852
  year: 2020
  end-page: 7860
  ident: bib65
  article-title: A randomized combined channel approach for the quantification of color- and intensity-based assays with smartphones
  publication-title: Anal. Chem.
– volume: 44
  start-page: 6068
  year: 2020
  end-page: 6074
  ident: bib82
  article-title: Rapid naked-eye colorimetric detection of gaseous alkaline analytes using rhodamine B hydrazone-coated silica strips
  publication-title: N. J. Chem.
– volume: 14
  start-page: 1437
  year: 2014
  end-page: 1442
  ident: bib24
  article-title: A smartphone platform for the quantification of vitamin D levels
  publication-title: Lab Chip
– volume: 199
  start-page: 556
  year: 2019
  end-page: 566
  ident: bib17
  article-title: Recent developments of aptasensors expedient for point-of-care (POC) diagnostics
  publication-title: Talanta
– volume: 86
  start-page: 7299
  year: 2014
  end-page: 7304
  ident: bib6
  article-title: Integrating biochemiluminescence detection on smartphones: mobile chemistry platform for point-of-need analysis
  publication-title: Anal. Chem.
– volume: 9
  start-page: 7857
  year: 2015
  end-page: 7866
  ident: bib78
  article-title: Cellphone-based hand-held microplate reader for point-of-care testing of enzyme-linked immunosorbent assays
  publication-title: ACS Nano
– volume: 10
  start-page: 623
  year: 2017
  end-page: 633
  ident: bib72
  article-title: Protein, enzyme and carbohydrate quantification using smartphone through colorimetric digitization technique
  publication-title: J. Biophotonics
– volume: 14
  start-page: 1725
  year: 2014
  end-page: 1732
  ident: bib10
  article-title: Development of the smartphone-based colorimetry for multi-analyte sensing arrays
  publication-title: Lab Chip
– volume: 30
  start-page: 2001933
  year: 2020
  ident: bib41
  article-title: White peroxidase‐mimicking nanozymes: colorimetric pesticide assay without interferences of O 2 and color
  publication-title: Adv. Funct. Mater.
– volume: 143
  start-page: 1387
  year: 2018
  end-page: 1395
  ident: bib120
  article-title: A remote computing based point-of-care colorimetric detection system with a smartphone under complex ambient light conditions
  publication-title: Analyst
– volume: 56
  start-page: 4782
  year: 2021
  end-page: 4796
  ident: bib31
  article-title: Sulfur quantum dot-based portable paper sensors for fluorometric and colorimetric dual-channel detection of cobalt
  publication-title: J. Mater. Sci.
– volume: 4
  start-page: 3298
  year: 2019
  end-page: 3307
  ident: bib63
  article-title: Smartphone-based point-of-care microfluidic platform fabricated with a ZnO nanorod template for colorimetric virus detection
  publication-title: ACS Sens
– volume: 208
  year: 2020
  ident: bib85
  article-title: Paper-based colorimetric spot test utilizing smartphone sensing for detection of biomarkers
  publication-title: Talanta
– volume: 90
  start-page: 12325
  year: 2018
  end-page: 12333
  ident: bib21
  article-title: Paper-based analytical methods for smartphone sensing with functional nanoparticles: bridges from smart surfaces to global health
  publication-title: Anal. Chem.
– volume: 140
  start-page: 3308
  year: 2015
  end-page: 3317
  ident: bib3
  article-title: Solution-based nanosensors for in-field detection with the naked eye
  publication-title: Analyst
– volume: 172
  year: 2021
  ident: bib18
  article-title: Application of smartphone-based spectroscopy to biosample analysis: a review
  publication-title: Biosens. Bioelectron.
– volume: 10
  start-page: 417
  year: 2018
  end-page: 421
  ident: bib30
  article-title: Rapid and sensitive colorimetric sensing of the insecticide pymetrozine using melamine-modified gold nanoparticles
  publication-title: Anal. Methods
– volume: 12
  start-page: 1924
  year: 2020
  end-page: 1929
  ident: bib33
  article-title: Colorimetric ethanol indicator based on instantaneous, localized wetting of a photonic crystal
  publication-title: ACS Appl. Mater. Interfaces
– volume: 93
  start-page: 10236
  year: 2021
  end-page: 10242
  ident: bib90
  article-title: Salty biofluidic sample clean-up and preconcentration with a paper-based ion concentration polarization interface
  publication-title: Anal. Chem.
– volume: 9
  start-page: 14445
  year: 2017
  end-page: 14452
  ident: bib107
  article-title: Smartphone-enabled colorimetric trinitrotoluene detection using amine-trapped polydimethylsiloxane membranes
  publication-title: ACS Appl. Mater. Interfaces
– volume: 139
  year: 2020
  ident: bib117
  article-title: Intelligent image-based colourimetric tests using machine learning framework for lateral flow assays
  publication-title: Expert Syst. Appl.
– volume: 164
  year: 2020
  ident: bib98
  article-title: Microfluidic paper-based device integrated with smartphone for point-of-use colorimetric monitoring of water quality index
  publication-title: Measurement
– volume: 110
  start-page: 393
  year: 2019
  end-page: 400
  ident: bib76
  article-title: Point of care sensing and biosensing using ambient light sensor of smartphone: critical review
  publication-title: TrAC Trends Anal. Chem.
– volume: 329
  year: 2021
  ident: bib123
  article-title: Machine learning-based colorimetric determination of glucose in artificial saliva with different reagents using a smartphone coupled mu PAD
  publication-title: Sens. Actuators B: Chem.
– volume: 304
  year: 2020
  ident: bib51
  article-title: Covalent organic framework-inspired chromogenic system for visual colorimetric detection of carcinogenic 3, 3 ’-diaminobenzidine
  publication-title: Sens. Actuators B: Chem.
– volume: 281
  start-page: 253
  year: 2019
  end-page: 261
  ident: bib62
  article-title: Improved analytical performance of smartphone-based colorimetric analysis by using a power-free imaging box
  publication-title: Sens. Actuators B: Chem.
– volume: 12
  year: 2020
  ident: bib45
  article-title: Colorimetric visualization using polymeric core-shell nanoparticles: enhanced sensitivity for formaldehyde gas sensors
  publication-title: Polymers
– volume: 329
  year: 2021
  ident: bib74
  article-title: An ultra-sensitive colorimetric sensor based on smartphone for pyrophosphate determination
  publication-title: Sens. Actuators B: Chem.
– volume: 9
  start-page: 28339
  year: 2017
  end-page: 28345
  ident: bib44
  article-title: Fast preparation of polydopamine nanoparticles catalyzed by Fe2+/H2O2 for visible sensitive smartphone-enabled cytosensing
  publication-title: ACS Appl. Mater. Interfaces
– volume: 239
  start-page: 52
  year: 2017
  end-page: 59
  ident: bib59
  article-title: A smartphone-based optical platform for colorimetric analysis of microfluidic device
  publication-title: Sens. Actuators B: Chem.
– volume: 1147
  start-page: 187
  year: 2021
  end-page: 198
  ident: bib40
  article-title: Simple paper-based colorimetric and fluorescent glucose sensor using N-doped carbon dots and metal oxide hybrid structures
  publication-title: Anal. Chim. Acta
– volume: 178
  start-page: 426
  year: 2018
  end-page: 431
  ident: bib99
  article-title: Improved assessment of accuracy and performance using a rotational paper-based device for multiplexed detection of heavy metals
  publication-title: Talanta
– volume: 21
  start-page: 14011
  year: 2021
  end-page: 14026
  ident: bib112
  article-title: Machine learning-based rapid diagnostic-test reader for albuminuria using smartphone
  publication-title: IEEE Sens. J.
– volume: 141
  start-page: 1874
  year: 2016
  end-page: 1887
  ident: bib2
  article-title: Paper-based analytical devices for environmental analysis
  publication-title: Analyst
– volume: 160
  start-page: 194
  year: 2016
  end-page: 204
  ident: bib124
  article-title: A smartphone-based colorimetric reader coupled with a remote server for rapid on-site catechols analysis
  publication-title: Talanta
– volume: 56
  start-page: 84
  year: 2017
  end-page: 92
  ident: bib121
  article-title: Colorimetric analysis of saliva-alcohol test strips by smartphone-based instruments using machine-learning algorithms
  publication-title: Appl. Opt.
– volume: 242
  year: 2020
  ident: bib48
  article-title: C-3-symmetric triaminoguanidine based colorimetric and fluorometric chemosensor: sequential detection of Zn2+/PPi, its RGB performance for detection of Zn2+ ion and construction of IMPLICATION logic gate
  publication-title: Spectrochim. Acta Part A-Mol. Biomol. Spectrosc.
– volume: 12
  start-page: 4240
  year: 2012
  end-page: 4243
  ident: bib58
  article-title: Point-of-care colorimetric detection with a smartphone
  publication-title: Lab Chip
– volume: 89
  start-page: 8908
  year: 2017
  end-page: 8916
  ident: bib61
  article-title: Integrated smartphone-app-chip system for on-site parts-per-billion-level colorimetric quantitation of aflatoxins
  publication-title: Anal. Chem.
– volume: 34
  start-page: 291
  year: 2016
  end-page: 304
  ident: bib15
  article-title: Medical diagnostics with mobile devices: comparison of intrinsic and extrinsic sensing
  publication-title: Biotechnol. Adv.
– volume: 12
  start-page: 5829
  year: 2020
  end-page: 5833
  ident: bib42
  article-title: Graphene oxide-based colorimetric detection of organophosphorus pesticides via a multi-enzyme cascade reaction
  publication-title: Nanoscale
– volume: 20
  year: 2020
  ident: bib50
  article-title: Phenosafranin-based colorimetric-sensing platform for nitrite detection enabled by griess assay
  publication-title: Sensors
– volume: 196
  start-page: 156
  year: 2014
  end-page: 160
  ident: bib8
  article-title: A smartphone algorithm with inter-phone repeatability for the analysis of colorimetric tests
  publication-title: Sens. Actuators B: Chem.
– volume: 208
  year: 2022
  ident: bib103
  article-title: Paper-based microfluidic colorimetric sensor on a 3D printed support for quantitative detection of nitrite in aquatic environments
  publication-title: Environ. Res
– volume: 425
  year: 2022
  ident: bib94
  article-title: “Lighting-up” methylene blue-embedded zirconium based organic framework triggered by Al3+ for advancing the sensitivity of E. coli O157:H7 analysis in dual-signal lateral flow immunochromatographic assay
  publication-title: J. Hazard. Mater.
– volume: 5
  start-page: 22208
  year: 2020
  end-page: 22214
  ident: bib66
  article-title: An integrated smartphone-based genetic analyzer for qualitative and quantitative pathogen detection
  publication-title: ACS Omega
– volume: 75
  year: 2019
  ident: bib47
  article-title: A new tridentate fluorescent-colorimetric chemosensor for copper(II) ion
  publication-title: Tetrahedron
– volume: 11
  start-page: 455
  year: 2017
  end-page: 463
  ident: bib116
  article-title: Smartphone-based rapid screening of urinary biomarkers
  publication-title: Ieee Trans. Biomed. Circuits Syst.
– volume: 283
  start-page: 524
  year: 2019
  end-page: 531
  ident: bib75
  article-title: A smartphone-based portable analytical system for on-site quantification of hypochlorite and its scavenging capacity of antioxidants
  publication-title: Sens. Actuators B: Chem.
– volume: 141
  start-page: 3233
  year: 2016
  end-page: 3238
  ident: bib5
  article-title: Smartphone spectrometer for colorimetric biosensing
  publication-title: Analyst
– volume: 200
  year: 2022
  ident: bib95
  article-title: Paper-based immunoassay based on 96-well wax-printed paper plate combined with magnetic beads and colorimetric smartphone-assisted measure for reliable detection of SARS-CoV-2 in saliva
  publication-title: Biosens. Bioelectron.
– volume: 298
  year: 2019
  ident: bib71
  article-title: Improving sensitivity of mercury detection using learning based smartphone colorimetry
  publication-title: Sens. Actuators B: Chem.
– volume: 809
  start-page: 117
  year: 2014
  end-page: 122
  ident: bib89
  article-title: Determination of nitrite in saliva using microfluidic paper-based analytical devices
  publication-title: Anal. Chim. Acta
– volume: 192
  year: 2021
  ident: bib93
  article-title: Multifunctional bacteria-derived tags for advancing immunoassay analytical performance with dual-channel switching and antibodies bioactivity sustaining
  publication-title: Biosens. Bioelectron.
– volume: 142
  start-page: 2434
  year: 2017
  end-page: 2441
  ident: bib114
  article-title: Smartphone-based colorimetric detection via machine learning
  publication-title: Analyst
– year: 2022
  ident: bib43
  article-title: Smartphone-based pure DNAzyme hydrogel platform for visible and portable colorimetric detection of cell-free DNA
  publication-title: ACS Sens
– volume: 2
  start-page: 1152
  year: 2017
  end-page: 1159
  ident: bib68
  article-title: High-performance colorimetric detection of thiosulfate by using silver nanoparticles for smartphone-based analysis
  publication-title: ACS Sens
– volume: 13
  start-page: 769
  year: 2021
  end-page: 775
  ident: bib36
  article-title: Colorimetric glucose sensing with multiple-color changes by using a MnO2 NSs-TMB nanosystem
  publication-title: Anal. Methods
– volume: 7
  start-page: 1985
  year: 2022
  end-page: 1995
  ident: bib110
  article-title: Smartphone-based high-throughput fiber-integrated immunosensing system for point-of-care testing of the SARS-CoV-2 nucleocapsid protein
  publication-title: ACS Sens
– volume: 87
  start-page: 5101
  year: 2015
  end-page: 5108
  ident: bib34
  article-title: Photonic nanosensor for colorimetric detection of metal ions
  publication-title: Anal. Chem.
– volume: 19
  start-page: 1991
  year: 2019
  end-page: 1999
  ident: bib113
  article-title: Accessory-free quantitative smartphone imaging of colorimetric paper-based assays
  publication-title: Lab Chip
– volume: 4
  start-page: 961
  year: 2019
  end-page: 967
  ident: bib54
  article-title: Ultrafast and ultrasensitive naked-eye detection of urease-positive bacteria with plasmonic nanosensors
  publication-title: ACS Sens
– volume: 3
  start-page: 12141
  year: 2018
  end-page: 12146
  ident: bib60
  article-title: Color space transformation-based smartphone algorithm for colorimetric urinalysis
  publication-title: ACS Omega
– volume: 242
  year: 2020
  ident: bib37
  article-title: Tungsten disulfide nanosheets-based colorimetric assay for glucose sensing
  publication-title: Spectrochim. Acta A Mol. Biomol. Spectrosc.
– volume: 329
  year: 2021
  ident: bib111
  article-title: Machine learning-based colorimetric determination of glucose in artificial saliva with different reagents using a smartphone coupled mu PAD
  publication-title: Sens. Actuators B: Chem.
– volume: 255
  start-page: 1967
  year: 2018
  end-page: 1973
  ident: bib122
  article-title: Quantifying colorimetric tests using a smartphone app based on machine learning classifiers
  publication-title: Sens. Actuators B: Chem.
– volume: 410
  start-page: 2647
  year: 2018
  end-page: 2655
  ident: bib96
  article-title: Sensitive colorimetric assay for uric acid and glucose detection based on multilayer-modified paper with smartphone as signal readout
  publication-title: Anal. Bioanal. Chem.
– volume: 13
  start-page: 3232
  year: 2013
  end-page: 3238
  ident: bib9
  article-title: Smartphone based health accessory for colorimetric detection of biomarkers in sweat and saliva
  publication-title: Lab Chip
– volume: 1147
  start-page: 187
  year: 2021
  ident: 10.1016/j.sna.2022.114056_bib40
  article-title: Simple paper-based colorimetric and fluorescent glucose sensor using N-doped carbon dots and metal oxide hybrid structures
  publication-title: Anal. Chim. Acta
  doi: 10.1016/j.aca.2020.11.023
– volume: 3
  start-page: 9722
  year: 2015
  ident: 10.1016/j.sna.2022.114056_bib52
  article-title: Constitution of a visual detection system for lead(II) on polydiacetylene-glycine embedded nanofibrous membranes
  publication-title: J. Mater. Chem. a
  doi: 10.1039/C5TA00608B
– volume: 54
  start-page: 117
  year: 2019
  ident: 10.1016/j.sna.2022.114056_bib20
  article-title: Microfluidic paper-based analytical devices with instrument-free detection and miniaturized portable detectors
  publication-title: Appl. Spectrosc. Rev.
  doi: 10.1080/05704928.2018.1457045
– volume: 7
  start-page: 185677
  year: 2019
  ident: 10.1016/j.sna.2022.114056_bib109
  article-title: Smartphone-based diagnosis of parasitic infections with colorimetric assays in centrifuge tubes
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2019.2961230
– volume: 141
  start-page: 3233
  year: 2016
  ident: 10.1016/j.sna.2022.114056_bib5
  article-title: Smartphone spectrometer for colorimetric biosensing
  publication-title: Analyst
  doi: 10.1039/C5AN02508G
– volume: 12
  start-page: 1924
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib33
  article-title: Colorimetric ethanol indicator based on instantaneous, localized wetting of a photonic crystal
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.9b19836
– volume: 13
  start-page: 3232
  year: 2013
  ident: 10.1016/j.sna.2022.114056_bib9
  article-title: Smartphone based health accessory for colorimetric detection of biomarkers in sweat and saliva
  publication-title: Lab Chip
  doi: 10.1039/c3lc50431j
– volume: 2
  start-page: 1152
  year: 2017
  ident: 10.1016/j.sna.2022.114056_bib68
  article-title: High-performance colorimetric detection of thiosulfate by using silver nanoparticles for smartphone-based analysis
  publication-title: ACS Sens
  doi: 10.1021/acssensors.7b00257
– volume: 89
  start-page: 611
  year: 2017
  ident: 10.1016/j.sna.2022.114056_bib64
  article-title: Self-referenced smartphone-based nanoplasmonic imaging platform for colorimetric biochemical sensing
  publication-title: Anal. Chem.
  doi: 10.1021/acs.analchem.6b02484
– volume: 110
  start-page: 393
  year: 2019
  ident: 10.1016/j.sna.2022.114056_bib76
  article-title: Point of care sensing and biosensing using ambient light sensor of smartphone: critical review
  publication-title: TrAC Trends Anal. Chem.
  doi: 10.1016/j.trac.2018.11.014
– volume: 11
  start-page: 21078
  year: 2019
  ident: 10.1016/j.sna.2022.114056_bib106
  article-title: Urea-functionalized poly(ionic liquid) photonic spheres for visual identification of explosives with a smartphone
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.9b04568
– volume: 121
  year: 2019
  ident: 10.1016/j.sna.2022.114056_bib1
  article-title: Color changing sensors: a multimodal system for integrated screening
  publication-title: Trac-Trends Anal. Chem.
  doi: 10.1016/j.trac.2019.115687
– volume: 56
  start-page: 4782
  year: 2021
  ident: 10.1016/j.sna.2022.114056_bib31
  article-title: Sulfur quantum dot-based portable paper sensors for fluorometric and colorimetric dual-channel detection of cobalt
  publication-title: J. Mater. Sci.
  doi: 10.1007/s10853-020-05544-z
– volume: 239
  start-page: 52
  year: 2017
  ident: 10.1016/j.sna.2022.114056_bib59
  article-title: A smartphone-based optical platform for colorimetric analysis of microfluidic device
  publication-title: Sens. Actuators B: Chem.
  doi: 10.1016/j.snb.2016.07.159
– volume: 129
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib13
  article-title: Smartphone-based optical assays in the food safety field
  publication-title: Trends Anal. Chem.
  doi: 10.1016/j.trac.2020.115934
– volume: 92
  start-page: 4623
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib67
  article-title: Titanium carbide MXenes mediated in situ reduction allows label-free and visualized nanoplasmonic sensing of silver ions
  publication-title: Anal. Chem.
  doi: 10.1021/acs.analchem.0c00164
– volume: 265
  start-page: 412
  year: 2018
  ident: 10.1016/j.sna.2022.114056_bib39
  article-title: A smartphone-integrated ready-to-use paper-based sensor with mesoporous carbon-dispersed Pd nanoparticles as a highly active peroxidase mimic for H2O2 detection
  publication-title: Sens. Actuators B: Chem.
  doi: 10.1016/j.snb.2018.03.082
– volume: 425
  year: 2022
  ident: 10.1016/j.sna.2022.114056_bib94
  article-title: “Lighting-up” methylene blue-embedded zirconium based organic framework triggered by Al3+ for advancing the sensitivity of E. coli O157:H7 analysis in dual-signal lateral flow immunochromatographic assay
  publication-title: J. Hazard. Mater.
  doi: 10.1016/j.jhazmat.2021.128034
– volume: 4
  start-page: 3298
  year: 2019
  ident: 10.1016/j.sna.2022.114056_bib63
  article-title: Smartphone-based point-of-care microfluidic platform fabricated with a ZnO nanorod template for colorimetric virus detection
  publication-title: ACS Sens
  doi: 10.1021/acssensors.9b01927
– volume: 67
  start-page: 248
  year: 2015
  ident: 10.1016/j.sna.2022.114056_bib79
  article-title: A smartphone-based colorimetric reader for bioanalytical applications using the screen-based bottom illumination provided by gadgets
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2014.08.027
– volume: 160
  start-page: 194
  year: 2016
  ident: 10.1016/j.sna.2022.114056_bib124
  article-title: A smartphone-based colorimetric reader coupled with a remote server for rapid on-site catechols analysis
  publication-title: Talanta
  doi: 10.1016/j.talanta.2016.07.012
– volume: 86
  start-page: 9554
  year: 2014
  ident: 10.1016/j.sna.2022.114056_bib119
  article-title: Smartphone-based simultaneous pH and nitrite colorimetric determination for paper microfluidic devices
  publication-title: Anal. Chem.
  doi: 10.1021/ac5019205
– volume: 12
  start-page: 5829
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib42
  article-title: Graphene oxide-based colorimetric detection of organophosphorus pesticides via a multi-enzyme cascade reaction
  publication-title: Nanoscale
  doi: 10.1039/C9NR10862A
– volume: 10
  start-page: 26853
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib108
  article-title: Thread integrated smart-phone imaging facilitates early turning point colorimetric assay for microbes
  publication-title: RSC Adv.
  doi: 10.1039/D0RA05190J
– volume: 11
  start-page: 455
  year: 2017
  ident: 10.1016/j.sna.2022.114056_bib116
  article-title: Smartphone-based rapid screening of urinary biomarkers
  publication-title: Ieee Trans. Biomed. Circuits Syst.
  doi: 10.1109/TBCAS.2016.2633508
– volume: 141
  start-page: 1874
  year: 2016
  ident: 10.1016/j.sna.2022.114056_bib2
  article-title: Paper-based analytical devices for environmental analysis
  publication-title: Analyst
  doi: 10.1039/C5AN02572A
– volume: 143
  start-page: 1387
  year: 2018
  ident: 10.1016/j.sna.2022.114056_bib120
  article-title: A remote computing based point-of-care colorimetric detection system with a smartphone under complex ambient light conditions
  publication-title: Analyst
  doi: 10.1039/C7AN01685A
– volume: 10
  start-page: 417
  year: 2018
  ident: 10.1016/j.sna.2022.114056_bib30
  article-title: Rapid and sensitive colorimetric sensing of the insecticide pymetrozine using melamine-modified gold nanoparticles
  publication-title: Anal. Methods
  doi: 10.1039/C7AY02658G
– volume: 75
  year: 2019
  ident: 10.1016/j.sna.2022.114056_bib47
  article-title: A new tridentate fluorescent-colorimetric chemosensor for copper(II) ion
  publication-title: Tetrahedron
  doi: 10.1016/j.tet.2019.130675
– volume: 12
  start-page: 11084
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib49
  article-title: Dual-mode photonic sensor array for detecting and discriminating hydrazine and aliphatic amines
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.0c00568
– volume: 4
  start-page: 37637
  year: 2014
  ident: 10.1016/j.sna.2022.114056_bib87
  article-title: A handheld stamping process to fabricate microfluidic paper-based analytical devices with chemically modified surface for clinical assays
  publication-title: RSC Adv.
  doi: 10.1039/C4RA07112C
– volume: 9
  start-page: 14445
  year: 2017
  ident: 10.1016/j.sna.2022.114056_bib107
  article-title: Smartphone-enabled colorimetric trinitrotoluene detection using amine-trapped polydimethylsiloxane membranes
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.7b03314
– volume: 8
  start-page: 1121
  year: 2014
  ident: 10.1016/j.sna.2022.114056_bib73
  article-title: Detection and spatial mapping of mercury contamination in water samples using a smart-phone
  publication-title: ACS Nano
  doi: 10.1021/nn406571t
– volume: 5
  start-page: 22208
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib66
  article-title: An integrated smartphone-based genetic analyzer for qualitative and quantitative pathogen detection
  publication-title: ACS Omega
  doi: 10.1021/acsomega.0c02317
– volume: 19
  start-page: 3804
  year: 2019
  ident: 10.1016/j.sna.2022.114056_bib105
  article-title: A sample-to-answer, portable platform for rapid detection of pathogens with a smartphone interface
  publication-title: Lab Chip
  doi: 10.1039/C9LC00797K
– volume: 141
  start-page: 4749
  year: 2016
  ident: 10.1016/j.sna.2022.114056_bib81
  article-title: Highly sensitive colorimetric detection of glucose and uric acid in biological fluids using chitosan-modified paper microfluidic devices
  publication-title: Analyst
  doi: 10.1039/C6AN00430J
– volume: 192
  year: 2021
  ident: 10.1016/j.sna.2022.114056_bib93
  article-title: Multifunctional bacteria-derived tags for advancing immunoassay analytical performance with dual-channel switching and antibodies bioactivity sustaining
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2021.113538
– volume: 44
  start-page: 6068
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib82
  article-title: Rapid naked-eye colorimetric detection of gaseous alkaline analytes using rhodamine B hydrazone-coated silica strips
  publication-title: N. J. Chem.
  doi: 10.1039/D0NJ01044H
– volume: 12
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib45
  article-title: Colorimetric visualization using polymeric core-shell nanoparticles: enhanced sensitivity for formaldehyde gas sensors
  publication-title: Polymers
  doi: 10.3390/polym12050998
– volume: 304
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib51
  article-title: Covalent organic framework-inspired chromogenic system for visual colorimetric detection of carcinogenic 3, 3 ’-diaminobenzidine
  publication-title: Sens. Actuators B: Chem.
  doi: 10.1016/j.snb.2019.127372
– volume: 329
  year: 2021
  ident: 10.1016/j.sna.2022.114056_bib74
  article-title: An ultra-sensitive colorimetric sensor based on smartphone for pyrophosphate determination
  publication-title: Sens. Actuators B: Chem.
  doi: 10.1016/j.snb.2020.129066
– volume: 30
  start-page: 2001933
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib41
  article-title: White peroxidase‐mimicking nanozymes: colorimetric pesticide assay without interferences of O 2 and color
  publication-title: Adv. Funct. Mater.
  doi: 10.1002/adfm.202001933
– volume: 139
  start-page: 5560
  year: 2014
  ident: 10.1016/j.sna.2022.114056_bib88
  article-title: Modification of microfluidic paper-based devices with silica nanoparticles
  publication-title: Analyst
  doi: 10.1039/C4AN01147C
– volume: 10
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib38
  article-title: Enhanced colorimetric signal for accurate signal detection in paper-based biosensors
  publication-title: Diagn. (Basel)
– volume: 63
  start-page: 860
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib29
  article-title: A facile and sensitive colorimetric detection for RNase A activity based on target regulated protection effect on plasmonic gold nanoparticles aggregation
  publication-title: Sci. China-Chem.
  doi: 10.1007/s11426-020-9702-1
– volume: 208
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib85
  article-title: Paper-based colorimetric spot test utilizing smartphone sensing for detection of biomarkers
  publication-title: Talanta
– volume: 93
  start-page: 10236
  year: 2021
  ident: 10.1016/j.sna.2022.114056_bib90
  article-title: Salty biofluidic sample clean-up and preconcentration with a paper-based ion concentration polarization interface
  publication-title: Anal. Chem.
  doi: 10.1021/acs.analchem.1c01640
– volume: 242
  start-page: 476
  year: 2017
  ident: 10.1016/j.sna.2022.114056_bib115
  article-title: A mobile phone-based analyzer for quantitative determination of urinary albumin using self-calibration approach
  publication-title: Sens. Actuators B: Chem.
  doi: 10.1016/j.snb.2016.11.057
– volume: 142
  start-page: 2434
  year: 2017
  ident: 10.1016/j.sna.2022.114056_bib114
  article-title: Smartphone-based colorimetric detection via machine learning
  publication-title: Analyst
  doi: 10.1039/C7AN00741H
– volume: 194
  year: 2021
  ident: 10.1016/j.sna.2022.114056_bib102
  article-title: Orthogonal paper biosensor for mercury(II) combining bioluminescence and colorimetric smartphone detection
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2021.113569
– volume: 860
  start-page: 61
  year: 2015
  ident: 10.1016/j.sna.2022.114056_bib53
  article-title: Paper-based assay of antioxidant activity using analyte-mediated on-paper nucleation of gold nanoparticles as colorimetric probes
  publication-title: Anal. Chim. Acta
  doi: 10.1016/j.aca.2014.12.025
– volume: 12
  start-page: 34564
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib84
  article-title: Paper/soluble polymer hybrid-based lateral flow biosensing platform for high-performance point-of-care testing
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.0c07893
– volume: 93
  start-page: 9337
  year: 2021
  ident: 10.1016/j.sna.2022.114056_bib86
  article-title: Critical comparison between large and mini vertical flow immunoassay platforms for yersinia pestis detection
  publication-title: Anal. Chem.
  doi: 10.1021/acs.analchem.0c05278
– volume: 283
  start-page: 524
  year: 2019
  ident: 10.1016/j.sna.2022.114056_bib75
  article-title: A smartphone-based portable analytical system for on-site quantification of hypochlorite and its scavenging capacity of antioxidants
  publication-title: Sens. Actuators B: Chem.
  doi: 10.1016/j.snb.2018.11.131
– volume: 10
  start-page: 623
  year: 2017
  ident: 10.1016/j.sna.2022.114056_bib72
  article-title: Protein, enzyme and carbohydrate quantification using smartphone through colorimetric digitization technique
  publication-title: J. Biophotonics
  doi: 10.1002/jbio.201500329
– volume: 7
  start-page: 1985
  year: 2022
  ident: 10.1016/j.sna.2022.114056_bib110
  article-title: Smartphone-based high-throughput fiber-integrated immunosensing system for point-of-care testing of the SARS-CoV-2 nucleocapsid protein
  publication-title: ACS Sens
  doi: 10.1021/acssensors.2c00754
– volume: 144
  start-page: 1935
  year: 2019
  ident: 10.1016/j.sna.2022.114056_bib56
  article-title: Cell phone based colorimetric analysis for point-of-care settings
  publication-title: Analyst
  doi: 10.1039/C8AN02521E
– volume: 255
  start-page: 1967
  year: 2018
  ident: 10.1016/j.sna.2022.114056_bib122
  article-title: Quantifying colorimetric tests using a smartphone app based on machine learning classifiers
  publication-title: Sens. Actuators B: Chem.
  doi: 10.1016/j.snb.2017.08.220
– volume: 20
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib50
  article-title: Phenosafranin-based colorimetric-sensing platform for nitrite detection enabled by griess assay
  publication-title: Sensors
  doi: 10.3390/s20051501
– volume: 216
  start-page: 134
  year: 2015
  ident: 10.1016/j.sna.2022.114056_bib55
  article-title: High-sensitive and high-efficient biochemical analysis method using a bionic electronic eye in combination with a smartphone-based colorimetric reader system
  publication-title: Sens. Actuators B: Chem.
  doi: 10.1016/j.snb.2015.04.052
– volume: 117
  start-page: 8447
  year: 2017
  ident: 10.1016/j.sna.2022.114056_bib97
  article-title: Turning the page: advancing paper-based microfluidics for broad diagnostic application
  publication-title: Chem. Rev.
  doi: 10.1021/acs.chemrev.7b00024
– volume: 21
  start-page: 14011
  year: 2021
  ident: 10.1016/j.sna.2022.114056_bib112
  article-title: Machine learning-based rapid diagnostic-test reader for albuminuria using smartphone
  publication-title: IEEE Sens. J.
  doi: 10.1109/JSEN.2020.3034904
– volume: 172
  year: 2021
  ident: 10.1016/j.sna.2022.114056_bib18
  article-title: Application of smartphone-based spectroscopy to biosample analysis: a review
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2020.112788
– volume: 30
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib92
  article-title: Strategies for developing sensitive and specific nanoparticle-based lateral flow assays as point-of-care diagnostic device
  publication-title: Nano Today
  doi: 10.1016/j.nantod.2019.100831
– volume: 196
  start-page: 156
  year: 2014
  ident: 10.1016/j.sna.2022.114056_bib8
  article-title: A smartphone algorithm with inter-phone repeatability for the analysis of colorimetric tests
  publication-title: Sens. Actuators B: Chem.
  doi: 10.1016/j.snb.2014.01.077
– volume: 409
  start-page: 6567
  year: 2017
  ident: 10.1016/j.sna.2022.114056_bib77
  article-title: A smartphone colorimetric reader integrated with an ambient light sensor and a 3D printed attachment for on-site detection of zearalenone
  publication-title: Anal. Bioanal. Chem.
  doi: 10.1007/s00216-017-0605-2
– volume: 89
  start-page: 8908
  year: 2017
  ident: 10.1016/j.sna.2022.114056_bib61
  article-title: Integrated smartphone-app-chip system for on-site parts-per-billion-level colorimetric quantitation of aflatoxins
  publication-title: Anal. Chem.
  doi: 10.1021/acs.analchem.7b01379
– volume: 329
  year: 2021
  ident: 10.1016/j.sna.2022.114056_bib111
  article-title: Machine learning-based colorimetric determination of glucose in artificial saliva with different reagents using a smartphone coupled mu PAD
  publication-title: Sens. Actuators B: Chem.
  doi: 10.1016/j.snb.2020.129037
– volume: 19
  start-page: 1991
  year: 2019
  ident: 10.1016/j.sna.2022.114056_bib113
  article-title: Accessory-free quantitative smartphone imaging of colorimetric paper-based assays
  publication-title: Lab Chip
  doi: 10.1039/C9LC00165D
– volume: 275
  year: 2021
  ident: 10.1016/j.sna.2022.114056_bib12
  article-title: Recent progress in smartphone-based techniques for food safety and the detection of heavy metal ions in environmental water
  publication-title: Chemosphere
  doi: 10.1016/j.chemosphere.2021.130096
– volume: 3
  start-page: 12141
  year: 2018
  ident: 10.1016/j.sna.2022.114056_bib60
  article-title: Color space transformation-based smartphone algorithm for colorimetric urinalysis
  publication-title: ACS Omega
  doi: 10.1021/acsomega.8b01270
– volume: 329
  year: 2021
  ident: 10.1016/j.sna.2022.114056_bib123
  article-title: Machine learning-based colorimetric determination of glucose in artificial saliva with different reagents using a smartphone coupled mu PAD
  publication-title: Sens. Actuators B: Chem.
  doi: 10.1016/j.snb.2020.129037
– volume: 242
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib37
  article-title: Tungsten disulfide nanosheets-based colorimetric assay for glucose sensing
  publication-title: Spectrochim. Acta A Mol. Biomol. Spectrosc.
  doi: 10.1016/j.saa.2020.118706
– volume: 87
  start-page: 5101
  year: 2015
  ident: 10.1016/j.sna.2022.114056_bib34
  article-title: Photonic nanosensor for colorimetric detection of metal ions
  publication-title: Anal. Chem.
  doi: 10.1021/ac504274q
– volume: 281
  start-page: 253
  year: 2019
  ident: 10.1016/j.sna.2022.114056_bib62
  article-title: Improved analytical performance of smartphone-based colorimetric analysis by using a power-free imaging box
  publication-title: Sens. Actuators B: Chem.
  doi: 10.1016/j.snb.2018.09.019
– volume: 14
  start-page: 759
  year: 2014
  ident: 10.1016/j.sna.2022.114056_bib7
  article-title: Cholesterol testing on a smartphone
  publication-title: Lab Chip
  doi: 10.1039/C3LC51194D
– volume: 12
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib46
  article-title: Washable colorimetric nanofiber nonwoven for ammonia gas detection
  publication-title: Polymers
  doi: 10.3390/polym12071585
– volume: 143
  start-page: 5339
  year: 2018
  ident: 10.1016/j.sna.2022.114056_bib4
  article-title: Smartphone-based analytical biosensors
  publication-title: Analyst
  doi: 10.1039/C8AN01269E
– volume: 3
  start-page: 4342
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib57
  article-title: Nanoparticle design rules for colorimetric plasmonic sensors
  publication-title: ACS Appl. Nano Mater.
  doi: 10.1021/acsanm.0c00475
– volume: 5
  start-page: 2230
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib100
  article-title: Pump-free microfluidic rapid mixer combined with a paper-based channel
  publication-title: ACS Sens
  doi: 10.1021/acssensors.0c00937
– volume: 75
  start-page: 273
  year: 2016
  ident: 10.1016/j.sna.2022.114056_bib11
  article-title: Biosensors and bioelectronics on smartphone for portable biochemical detection
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2015.08.037
– volume: 86
  start-page: 3195
  year: 2014
  ident: 10.1016/j.sna.2022.114056_bib32
  article-title: Multiplexed homogeneous assays of proteolytic activity using a smartphone and quantum dots
  publication-title: Anal. Chem.
  doi: 10.1021/ac500131r
– volume: 132
  start-page: 17
  year: 2019
  ident: 10.1016/j.sna.2022.114056_bib14
  article-title: Point-of-care testing based on smartphone: the current state-of-the-art (2017-2018)
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2019.01.068
– volume: 242
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib48
  article-title: C-3-symmetric triaminoguanidine based colorimetric and fluorometric chemosensor: sequential detection of Zn2+/PPi, its RGB performance for detection of Zn2+ ion and construction of IMPLICATION logic gate
  publication-title: Spectrochim. Acta Part A-Mol. Biomol. Spectrosc.
  doi: 10.1016/j.saa.2020.118749
– volume: 5
  start-page: 3043
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib26
  article-title: Colorimetric test for fast detection of SARS-CoV-2 in nasal and throat swabs
  publication-title: ACS Sens.
  doi: 10.1021/acssensors.0c01742
– volume: 176
  start-page: 242
  year: 2018
  ident: 10.1016/j.sna.2022.114056_bib70
  article-title: Colorimetric detection of ammonia using smartphones based on localized surface plasmon resonance of silver nanoparticles
  publication-title: Talanta
  doi: 10.1016/j.talanta.2017.08.022
– volume: 2
  start-page: 1345
  year: 2017
  ident: 10.1016/j.sna.2022.114056_bib83
  article-title: Diagnosis of tuberculosis using colorimetric gold nanoparticles on a paper-based analytical device
  publication-title: ACS Sens
  doi: 10.1021/acssensors.7b00450
– volume: 70
  start-page: 5
  year: 2015
  ident: 10.1016/j.sna.2022.114056_bib25
  article-title: Portable smartphone quantitation of prostate specific antigen (PSA) in a fluoropolymer microfluidic device
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2015.03.006
– volume: 178
  start-page: 426
  year: 2018
  ident: 10.1016/j.sna.2022.114056_bib99
  article-title: Improved assessment of accuracy and performance using a rotational paper-based device for multiplexed detection of heavy metals
  publication-title: Talanta
  doi: 10.1016/j.talanta.2017.09.059
– volume: 298
  year: 2019
  ident: 10.1016/j.sna.2022.114056_bib71
  article-title: Improving sensitivity of mercury detection using learning based smartphone colorimetry
  publication-title: Sens. Actuators B: Chem.
  doi: 10.1016/j.snb.2019.126942
– volume: 89
  start-page: 13160
  year: 2017
  ident: 10.1016/j.sna.2022.114056_bib101
  article-title: Paper-plastic hybrid microfluidic device for smartphone-based colorimetric analysis of urine
  publication-title: Anal. Chem.
  doi: 10.1021/acs.analchem.7b02612
– volume: 139
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib117
  article-title: Intelligent image-based colourimetric tests using machine learning framework for lateral flow assays
  publication-title: Expert Syst. Appl.
– volume: 9
  start-page: 28339
  year: 2017
  ident: 10.1016/j.sna.2022.114056_bib44
  article-title: Fast preparation of polydopamine nanoparticles catalyzed by Fe2+/H2O2 for visible sensitive smartphone-enabled cytosensing
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.7b10564
– volume: 10
  start-page: 5014
  year: 2018
  ident: 10.1016/j.sna.2022.114056_bib91
  article-title: Smartphone-based VOC sensor using colorimetric polydiacetylenes
  publication-title: ACS Appl. Mater. Interfaces
  doi: 10.1021/acsami.7b18121
– volume: 1055
  start-page: 74
  year: 2019
  ident: 10.1016/j.sna.2022.114056_bib35
  article-title: Paper-based microfluidic devices for glucose assays employing a metal-organic framework (MOF
  publication-title: Anal. Chim. Acta
  doi: 10.1016/j.aca.2019.01.009
– volume: 9
  start-page: 7857
  year: 2015
  ident: 10.1016/j.sna.2022.114056_bib78
  article-title: Cellphone-based hand-held microplate reader for point-of-care testing of enzyme-linked immunosorbent assays
  publication-title: ACS Nano
  doi: 10.1021/acsnano.5b03203
– volume: 86
  start-page: 6843
  year: 2014
  ident: 10.1016/j.sna.2022.114056_bib27
  article-title: Detection of Mercury(II) ions using colorimetric gold nanoparticles on paper-based analytical devices
  publication-title: Anal. Chem.
  doi: 10.1021/ac5008688
– volume: 2
  start-page: 857
  year: 2017
  ident: 10.1016/j.sna.2022.114056_bib23
  article-title: Plasmon-based colorimetric nanosensors for ultrasensitive molecular diagnostics
  publication-title: ACS Sens
  doi: 10.1021/acssensors.7b00282
– volume: 85
  start-page: 11634
  year: 2013
  ident: 10.1016/j.sna.2022.114056_bib80
  article-title: Optimization of a paper-based ELISA for a human performance biomarker
  publication-title: Anal. Chem.
  doi: 10.1021/ac403040a
– volume: 90
  start-page: 12325
  year: 2018
  ident: 10.1016/j.sna.2022.114056_bib21
  article-title: Paper-based analytical methods for smartphone sensing with functional nanoparticles: bridges from smart surfaces to global health
  publication-title: Anal. Chem.
  doi: 10.1021/acs.analchem.8b03120
– volume: 92
  start-page: 7852
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib65
  article-title: A randomized combined channel approach for the quantification of color- and intensity-based assays with smartphones
  publication-title: Anal. Chem.
  doi: 10.1021/acs.analchem.0c01099
– volume: 344
  year: 2021
  ident: 10.1016/j.sna.2022.114056_bib104
  article-title: Multiplexed colorimetric detection of SARS-CoV-2 and other pathogens in wastewater on a 3D printed integrated microfluidic chip
  publication-title: Sens. Actuators B: Chem.
  doi: 10.1016/j.snb.2021.130242
– volume: 970
  start-page: 1
  year: 2017
  ident: 10.1016/j.sna.2022.114056_bib19
  article-title: Technical aspects and challenges of colorimetric detection with microfluidic paper-based analytical devices (mu PADs) - a review
  publication-title: Anal. Chim. Acta
  doi: 10.1016/j.aca.2017.03.037
– volume: 102
  start-page: 136
  year: 2018
  ident: 10.1016/j.sna.2022.114056_bib16
  article-title: Smartphone based bioanalytical and diagnosis applications: a review
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2017.11.021
– volume: 13
  start-page: 769
  year: 2021
  ident: 10.1016/j.sna.2022.114056_bib36
  article-title: Colorimetric glucose sensing with multiple-color changes by using a MnO2 NSs-TMB nanosystem
  publication-title: Anal. Methods
  doi: 10.1039/D0AY02184A
– volume: 809
  start-page: 117
  year: 2014
  ident: 10.1016/j.sna.2022.114056_bib89
  article-title: Determination of nitrite in saliva using microfluidic paper-based analytical devices
  publication-title: Anal. Chim. Acta
  doi: 10.1016/j.aca.2013.11.044
– volume: 86
  start-page: 7299
  year: 2014
  ident: 10.1016/j.sna.2022.114056_bib6
  article-title: Integrating biochemiluminescence detection on smartphones: mobile chemistry platform for point-of-need analysis
  publication-title: Anal. Chem.
  doi: 10.1021/ac502137s
– year: 2022
  ident: 10.1016/j.sna.2022.114056_bib43
  article-title: Smartphone-based pure DNAzyme hydrogel platform for visible and portable colorimetric detection of cell-free DNA
  publication-title: ACS Sens
– volume: 4
  start-page: 961
  year: 2019
  ident: 10.1016/j.sna.2022.114056_bib54
  article-title: Ultrafast and ultrasensitive naked-eye detection of urease-positive bacteria with plasmonic nanosensors
  publication-title: ACS Sens
  doi: 10.1021/acssensors.9b00063
– volume: 14
  start-page: 1725
  year: 2014
  ident: 10.1016/j.sna.2022.114056_bib10
  article-title: Development of the smartphone-based colorimetry for multi-analyte sensing arrays
  publication-title: Lab Chip
  doi: 10.1039/C3LC51451J
– volume: 12
  start-page: 4240
  year: 2012
  ident: 10.1016/j.sna.2022.114056_bib58
  article-title: Point-of-care colorimetric detection with a smartphone
  publication-title: Lab Chip
  doi: 10.1039/c2lc40741h
– volume: 20
  start-page: 1013
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib118
  article-title: Smartphone-based image analysis coupled to paper-based colorimetric devices
  publication-title: Curr. Appl. Phys.
  doi: 10.1016/j.cap.2020.06.021
– volume: 150
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib69
  article-title: A portable smartphone-based colorimetric sensor for rapid determination of water content in ethanol
  publication-title: Measurement
  doi: 10.1016/j.measurement.2019.107068
– volume: 208
  year: 2022
  ident: 10.1016/j.sna.2022.114056_bib103
  article-title: Paper-based microfluidic colorimetric sensor on a 3D printed support for quantitative detection of nitrite in aquatic environments
  publication-title: Environ. Res
  doi: 10.1016/j.envres.2022.112745
– volume: 34
  start-page: 291
  year: 2016
  ident: 10.1016/j.sna.2022.114056_bib15
  article-title: Medical diagnostics with mobile devices: comparison of intrinsic and extrinsic sensing
  publication-title: Biotechnol. Adv.
  doi: 10.1016/j.biotechadv.2016.02.010
– volume: 114
  start-page: 52
  year: 2018
  ident: 10.1016/j.sna.2022.114056_bib22
  article-title: Plasmonic colorimetric sensors based on etching and growth of noble metal nanoparticles: strategies and applications
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2018.05.015
– volume: 410
  start-page: 2647
  year: 2018
  ident: 10.1016/j.sna.2022.114056_bib96
  article-title: Sensitive colorimetric assay for uric acid and glucose detection based on multilayer-modified paper with smartphone as signal readout
  publication-title: Anal. Bioanal. Chem.
  doi: 10.1007/s00216-018-0939-4
– volume: 199
  start-page: 556
  year: 2019
  ident: 10.1016/j.sna.2022.114056_bib17
  article-title: Recent developments of aptasensors expedient for point-of-care (POC) diagnostics
  publication-title: Talanta
  doi: 10.1016/j.talanta.2019.02.066
– volume: 14
  start-page: 1437
  year: 2014
  ident: 10.1016/j.sna.2022.114056_bib24
  article-title: A smartphone platform for the quantification of vitamin D levels
  publication-title: Lab Chip
  doi: 10.1039/C3LC51375K
– volume: 164
  year: 2020
  ident: 10.1016/j.sna.2022.114056_bib98
  article-title: Microfluidic paper-based device integrated with smartphone for point-of-use colorimetric monitoring of water quality index
  publication-title: Measurement
  doi: 10.1016/j.measurement.2020.108085
– volume: 56
  start-page: 84
  year: 2017
  ident: 10.1016/j.sna.2022.114056_bib121
  article-title: Colorimetric analysis of saliva-alcohol test strips by smartphone-based instruments using machine-learning algorithms
  publication-title: Appl. Opt.
  doi: 10.1364/AO.56.000084
– volume: 140
  start-page: 3308
  year: 2015
  ident: 10.1016/j.sna.2022.114056_bib3
  article-title: Solution-based nanosensors for in-field detection with the naked eye
  publication-title: Analyst
  doi: 10.1039/C4AN02297A
– volume: 200
  year: 2022
  ident: 10.1016/j.sna.2022.114056_bib95
  article-title: Paper-based immunoassay based on 96-well wax-printed paper plate combined with magnetic beads and colorimetric smartphone-assisted measure for reliable detection of SARS-CoV-2 in saliva
  publication-title: Biosens. Bioelectron.
  doi: 10.1016/j.bios.2021.113909
– volume: 15
  start-page: 1638
  year: 2015
  ident: 10.1016/j.sna.2022.114056_bib28
  article-title: Multicolored silver nanoparticles for multiplexed disease diagnostics: distinguishing dengue, yellow fever, and Ebola viruses
  publication-title: Lab Chip
  doi: 10.1039/C5LC00055F
SSID ssj0003377
Score 2.5664747
SecondaryResourceType review_article
Snippet Smartphone-based colorimetric sensors can be operated out of the laboratory, meeting urgent needs such as point-of-care testing and on-site diagnostics. The...
SourceID crossref
elsevier
SourceType Enrichment Source
Index Database
Publisher
StartPage 114056
SubjectTerms Biosensor
Colorimetry
Point-of-Care
Smartphone
Title Colorimetric biosensor based on smartphone: State-of-art
URI https://dx.doi.org/10.1016/j.sna.2022.114056
Volume 349
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV07T8MwELaqssCAeIpnlYEJydR17NRmqyqqAqILVOoW-RFLRdBUbVn57dzlAUUCBtboTkm-OHf3xZfvCLkIQnrFkowGqTQSFEt1piVVHeRAJjhvkCg-jJLhWNxN5KRB-vW_MNhWWcX-MqYX0bo60q7QbM-n0_YjA-ogOIodotxuMcwa1etgTV-9f7V5xHExfRGNKVrXO5tFj9dyhtJDnKNiLsMZ1j_lprV8M9gh21WhGPXKa9kljWy2R7bW5AP3iQLWn6M8P6rsR3aaL4GT5osIM5OP8lm0fIVbwebz7DoqqkqaB2yFOyDjwc1Tf0irSQjUcd1dUZUYpa2WwsY286LLLPAgF4w10ksuEgb4ehs6xsErasDEcxtcRxrHg0u0iQ9JcwYnOyJRwmKbMCeNV-DouAKGASWe0C4WMRQbx4TVGKSukgnHaRUvad0P9pwCbCnClpawHZPLT5d5qZHxl7GogU2_PegUYvjvbif_czslmzgfvvxmckaaq8Vbdg5VxMq2imXSIhu92_vh6AMkscTE
linkProvider Elsevier
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3JTsMwELWq9gAcEKsoaw6ckKy6jp3a3KqKKqXLhVbqzfKSSEXQVG35fzxZUJGAA9doRklekvG8ZPIeQvcp406QKMEpFxIIisEykRyLNnAgnVqngSiOJ1E8Y89zPq-hXvUvDIxVlrW_qOl5tS63tEo0W6vFovVCPHVgFMQOQW4XzKwboE7F6qjRHQzjyVdBDsPcgBHiMSRUHzfzMa_NEtSHKAXRXAI21j8tTztLTv8IHZa9YtAtDucY1ZLlCTrYURA8RcIT_wwU-kFoPzCLbONpabYOYHFyQbYMNu_-bGD-PHkM8sYSZylMw52hWf9p2otxaYaALZWdLRaRFtJIzkxoEsc6xHgqZFNtNHecsoh4iJ1J29r6p1T7EEdNattcW5raSOrwHNWXfmcXKIhIaCJiuXbCJ1oqPMnwXR6TNmSh7zeaiFQYKFsqhYNhxZuqRsJelYdNAWyqgK2JHr5SVoVMxl_BrAJWfbvWypfx39Mu_5d2h_bi6XikRoPJ8Artg1188QrlGtW364_kxjcVW3Nb3jSf_YfHdQ
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Colorimetric+biosensor+based+on+smartphone%3A+State-of-art&rft.jtitle=Sensors+and+actuators.+A.+Physical.&rft.au=Geng%2C+Zhaoxin&rft.au=Miao%2C+Yanrui&rft.au=Zhang%2C+Guling&rft.au=Liang%2C+Xiao&rft.date=2023-01-01&rft.pub=Elsevier+B.V&rft.issn=0924-4247&rft.eissn=1873-3069&rft.volume=349&rft_id=info:doi/10.1016%2Fj.sna.2022.114056&rft.externalDocID=S0924424722006914
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0924-4247&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0924-4247&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0924-4247&client=summon