Surface tracking integrated extended depth-of-field microscopy for rapid non-contact examination of conjunctival goblet cells in humans

Conjunctival goblet cells (CGCs) are specialized epithelial cells playing key roles for ocular surface homeostasis, and their examination is important for diagnosing ocular surface diseases. Despite recent advancements in high-contrast CGC imaging for non-invasive examination, significant challenges...

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Published inBiosensors & bioelectronics Vol. 267; p. 116681
Main Authors Lee, Jungbin, Kim, Seonghan, Choi, Wan Jae, Ryu, Jin Suk, Yoon, Chang Ho, Kim, Ki Hean
Format Journal Article
LanguageEnglish
Published England Elsevier B.V 01.01.2025
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Abstract Conjunctival goblet cells (CGCs) are specialized epithelial cells playing key roles for ocular surface homeostasis, and their examination is important for diagnosing ocular surface diseases. Despite recent advancements in high-contrast CGC imaging for non-invasive examination, significant challenges remain for human applications. High-speed large-area imaging over the curved ocular surface is needed to assess statistically meaningful CGCs in the extensive human conjunctiva. To address this challenge, we developed a novel surface detection method and an integrated microscopy system for human use. With both a long detection range of 2 mm and a high update rate of 50 Hz, the surface detection method enabled real-time surface tracking during large-area imaging. The integrated microscopy could complete 5 × 2 patch imaging in approximately 10 s. CGC density analysis showed significantly reduced uncertainties with large-area imaging. This is the first demonstration of non-contact large-area cellular examination in humans, and this new development holds promise for non-invasive CGC examination and accurate diagnosis of ocular surface diseases.
AbstractList Conjunctival goblet cells (CGCs) are specialized epithelial cells playing key roles for ocular surface homeostasis, and their examination is important for diagnosing ocular surface diseases. Despite recent advancements in high-contrast CGC imaging for non-invasive examination, significant challenges remain for human applications. High-speed large-area imaging over the curved ocular surface is needed to assess statistically meaningful CGCs in the extensive human conjunctiva. To address this challenge, we developed a novel surface detection method and an integrated microscopy system for human use. With both a long detection range of 2 mm and a high update rate of 50 Hz, the surface detection method enabled real-time surface tracking during large-area imaging. The integrated microscopy could complete 5 × 2 patch imaging in approximately 10 s. CGC density analysis showed significantly reduced uncertainties with large-area imaging. This is the first demonstration of non-contact large-area cellular examination in humans, and this new development holds promise for non-invasive CGC examination and accurate diagnosis of ocular surface diseases.
Conjunctival goblet cells (CGCs) are specialized epithelial cells playing key roles for ocular surface homeostasis, and their examination is important for diagnosing ocular surface diseases. Despite recent advancements in high-contrast CGC imaging for non-invasive examination, significant challenges remain for human applications. High-speed large-area imaging over the curved ocular surface is needed to assess statistically meaningful CGCs in the extensive human conjunctiva. To address this challenge, we developed a novel surface detection method and an integrated microscopy system for human use. With both a long detection range of 2 mm and a high update rate of 50 Hz, the surface detection method enabled real-time surface tracking during large-area imaging. The integrated microscopy could complete 5 × 2 patch imaging in approximately 10 s. CGC density analysis showed significantly reduced uncertainties with large-area imaging. This is the first demonstration of non-contact large-area cellular examination in humans, and this new development holds promise for non-invasive CGC examination and accurate diagnosis of ocular surface diseases.Conjunctival goblet cells (CGCs) are specialized epithelial cells playing key roles for ocular surface homeostasis, and their examination is important for diagnosing ocular surface diseases. Despite recent advancements in high-contrast CGC imaging for non-invasive examination, significant challenges remain for human applications. High-speed large-area imaging over the curved ocular surface is needed to assess statistically meaningful CGCs in the extensive human conjunctiva. To address this challenge, we developed a novel surface detection method and an integrated microscopy system for human use. With both a long detection range of 2 mm and a high update rate of 50 Hz, the surface detection method enabled real-time surface tracking during large-area imaging. The integrated microscopy could complete 5 × 2 patch imaging in approximately 10 s. CGC density analysis showed significantly reduced uncertainties with large-area imaging. This is the first demonstration of non-contact large-area cellular examination in humans, and this new development holds promise for non-invasive CGC examination and accurate diagnosis of ocular surface diseases.
ArticleNumber 116681
Author Yoon, Chang Ho
Kim, Ki Hean
Choi, Wan Jae
Ryu, Jin Suk
Kim, Seonghan
Lee, Jungbin
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Cites_doi 10.1364/BOE.401896
10.1016/0165-1684(94)90060-4
10.1186/s12886-019-1277-9
10.1016/S0161-6420(97)30330-3
10.1016/j.jtos.2019.12.006
10.1097/01.ico.0000224648.74095.90
10.1038/s41385-022-00551-6
10.1038/s41566-018-0109-4
10.1136/bjo.2009.161059
10.1038/s41467-023-37101-y
10.1117/1.1473639
10.1016/j.preteyeres.2018.11.007
10.1364/OE.16.008670
10.1080/02713680701198742
10.1038/s41592-021-01208-1
10.1364/BOE.6.004353
10.1364/OPTICA.5.000337
10.1001/archopht.1984.01040030851031
10.1038/s41598-018-37186-2
10.1016/j.jtos.2022.03.003
10.1001/archopht.120.3.330
10.1016/j.jtos.2012.05.001
10.1016/j.jtos.2019.11.005
10.1111/vop.12343
10.1038/nmeth.2277
10.1097/ICO.0b013e31820ca468
10.1364/OE.25.027770
10.1364/OPTICA.6.000794
10.1021/acsphotonics.0c01774
10.1001/jamaophthalmol.2017.2019
10.1109/TMI.2022.3151944
10.1093/bioinformatics/btx180
10.1364/OL.45.000260
10.3109/02713683.2015.1133832
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Keywords Non-invasive conjunctival goblet cell imaging in humans
Real-time surface detection and tracking
Extended depth-of-field imaging
Large-area non-contact imaging
Moxifloxacin-based fluorescence microscopy
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References Baudouin, Rolando, Benitez Del Castillo, Messmer, Figueiredo, Irkec, Van Setten, Labetoulle (bib6) 2019; 71
Kim, Kim, K H (bib21) 1992
Lee, Kim, Kim, Son, Yoon, Kim, Kim (bib27) 2022; 41
Wei, Roberts (bib47) 2018; 8
Pertuz (bib37) 2018; 16
Messmer, Mackert, Zapp, Kampik (bib33) 2006; 25
Kunert, Tisdale, Gipson (bib25) 2002; 120
Abrahamsson, Chen, Hajj, Stallinga, Katsov, Wisniewski, Mizuguchi, Soule, Mueller, Darzacq, Darzacq, Wu, Bargmann, Agard, Dahan, Gustafsson (bib1) 2013; 10
Meyer (bib34) 1994; 38
Wang, Lei, Yao, Cai, Liang, Yang, Yang, Li, Xiong (bib46) 2015; 6
Arganda-Carreras, Kaynig, Rueden, Eliceiri, Schindelin, Cardona, Seung (bib4) 2017; 33
Yazdanfar, Kenny, Tasimi, Corwin, Dixon, Filkins (bib50) 2008; 16
Guo, Bian, Jiang, Murphy, Zhu, Wang, Song, Shao, Zhang, Zheng (bib16) 2020; 45
Li (bib28) 2002; 41
Kim, Ahn, Lee, Kim (bib23) 2020; 20
Ren, Xu, Lam (bib42) 2018; 5
Silvestri, Müllenbroich, Costantini, Di Giovanna, Mazzamuto, Franceschini, Kutra, Kreshuk, Checcucci, Toresano, Frasconi, Sacconi, Pavone (bib44) 2021; 18
Wei, Hong, Sun, Xu (bib48) 2011; 30
Doughty (bib13) 2016; 41
Hong, Zhu, Zhuang, Xu, Sun, Le, Li, Wang (bib18) 2010; 94
Descloux, Grußmayer, Bostan, Lukes, Bouwens, Sharipov, Geissbuehler, Mahul-Mellier, Lashuel, Leutenegger, Lasser (bib10) 2018; 12
Matsuzawa, Ando, Fukase, Kimura, Kume, Ide, Izawa, Kaitani, Hara, Nakamura, Kamei, Matsuda, Nakano, Maeda, Tada, Ogawa, Okumura, Murakami, Ebihara, Kitaura (bib32) 2023; 14
Cinotti, Singer, Labeille, Grivet, Rubegni, Douchet, Cambazard, Thuret, Gain, Perrot (bib8) 2017; 135
Altinors, Bozbeyoglu, Karabay, Akova (bib3) 2007; 32
Doughty (bib12) 2012; 10
de Paiva, C.S., St Leger, A.J, Caspi, R.R., 2022. 15, 1143–1157.
J D, J C (bib19) 1984; 102
Kim, Lee, Chang, Kim, Kim, Kim (bib22) 2019; 9
Lee, Kim, Yoon, Kim, Kim (bib26) 2020; 11
Pflugfelder, Tseng, Yoshino, Monroy, Felix, Reis (bib38) 1997; 104
Luo, Huang, Rivenson, Ozcan (bib31) 2021; 8
Dunsby (bib14) 2009; 16
Sebbag, Reilly, Eid, Maggs (bib43) 2016; 19
.
Hillmann, Spahr, Sudkamp, Hain, Hinkel, Franke, Hüttmann (bib17) 2017; 25
Lu, Hua (bib30) 2015; 23
Alam, de Paiva, Pflugfelder (bib2) 2020; 18
Kim, Jung, Lee, Lee, Ryu, Jang, Myoung, Yang, Chang Ho Yoon (bib24) 2022; 24
Pinkard, Phillips, Babakhani, Fletcher, Waller (bib39) 2019; 6
Swamynathan, Wells (bib45) 2020; 18
Ren (10.1016/j.bios.2024.116681_bib42) 2018; 5
Arganda-Carreras (10.1016/j.bios.2024.116681_bib4) 2017; 33
Li (10.1016/j.bios.2024.116681_bib28) 2002; 41
Luo (10.1016/j.bios.2024.116681_bib31) 2021; 8
Wei (10.1016/j.bios.2024.116681_bib47) 2018; 8
Lu (10.1016/j.bios.2024.116681_bib30) 2015; 23
Guo (10.1016/j.bios.2024.116681_bib16) 2020; 45
Lee (10.1016/j.bios.2024.116681_bib26) 2020; 11
Pflugfelder (10.1016/j.bios.2024.116681_bib38) 1997; 104
Yazdanfar (10.1016/j.bios.2024.116681_bib50) 2008; 16
Sebbag (10.1016/j.bios.2024.116681_bib43) 2016; 19
Pertuz (10.1016/j.bios.2024.116681_bib37) 2018; 16
Wei (10.1016/j.bios.2024.116681_bib48) 2011; 30
J D (10.1016/j.bios.2024.116681_bib19) 1984; 102
Kim (10.1016/j.bios.2024.116681_bib22) 2019; 9
Kunert (10.1016/j.bios.2024.116681_bib25) 2002; 120
Alam (10.1016/j.bios.2024.116681_bib2) 2020; 18
Baudouin (10.1016/j.bios.2024.116681_bib6) 2019; 71
Dunsby (10.1016/j.bios.2024.116681_bib14) 2009; 16
Wang (10.1016/j.bios.2024.116681_bib46) 2015; 6
Abrahamsson (10.1016/j.bios.2024.116681_bib1) 2013; 10
Hong (10.1016/j.bios.2024.116681_bib18) 2010; 94
Meyer (10.1016/j.bios.2024.116681_bib34) 1994; 38
Matsuzawa (10.1016/j.bios.2024.116681_bib32) 2023; 14
Silvestri (10.1016/j.bios.2024.116681_bib44) 2021; 18
Doughty (10.1016/j.bios.2024.116681_bib12) 2012; 10
Doughty (10.1016/j.bios.2024.116681_bib13) 2016; 41
Kim (10.1016/j.bios.2024.116681_bib21) 1992
Kim (10.1016/j.bios.2024.116681_bib24) 2022; 24
Lee (10.1016/j.bios.2024.116681_bib27) 2022; 41
Cinotti (10.1016/j.bios.2024.116681_bib8) 2017; 135
Altinors (10.1016/j.bios.2024.116681_bib3) 2007; 32
Kim (10.1016/j.bios.2024.116681_bib23) 2020; 20
Swamynathan (10.1016/j.bios.2024.116681_bib45) 2020; 18
Hillmann (10.1016/j.bios.2024.116681_bib17) 2017; 25
10.1016/j.bios.2024.116681_bib9
Descloux (10.1016/j.bios.2024.116681_bib10) 2018; 12
Pinkard (10.1016/j.bios.2024.116681_bib39) 2019; 6
Messmer (10.1016/j.bios.2024.116681_bib33) 2006; 25
References_xml – volume: 14
  start-page: 1
  year: 2023
  end-page: 15
  ident: bib32
  publication-title: Nat. Commun.
  contributor:
    fullname: Kitaura
– volume: 25
  start-page: 27770
  year: 2017
  end-page: 27784
  ident: bib17
  publication-title: Opt Express
  contributor:
    fullname: Hüttmann
– volume: 10
  start-page: 149
  year: 2012
  end-page: 169
  ident: bib12
  publication-title: Ocul. Surf.
  contributor:
    fullname: Doughty
– volume: 120
  start-page: 330
  year: 2002
  end-page: 337
  ident: bib25
  publication-title: Arch. Ophthalmol.
  contributor:
    fullname: Gipson
– volume: 38
  start-page: 113
  year: 1994
  end-page: 125
  ident: bib34
  publication-title: Signal Process.
  contributor:
    fullname: Meyer
– volume: 41
  start-page: 1289
  year: 2002
  ident: bib28
  article-title: Autofocus system for microscope
  publication-title: Opt. Eng.
  contributor:
    fullname: Li
– volume: 18
  start-page: 19
  year: 2020
  end-page: 26
  ident: bib45
  publication-title: Ocul. Surf.
  contributor:
    fullname: Wells
– volume: 6
  start-page: 4353
  year: 2015
  ident: bib46
  publication-title: Biomed. Opt Express
  contributor:
    fullname: Xiong
– volume: 41
  start-page: 1393
  year: 2016
  end-page: 1399
  ident: bib13
  publication-title: Curr. Eye Res.
  contributor:
    fullname: Doughty
– volume: 16
  start-page: 186
  year: 2009
  end-page: 196
  ident: bib14
  publication-title: Opt. InfoBase Conf. Pap.
  contributor:
    fullname: Dunsby
– volume: 23
  year: 2015
  ident: bib30
  publication-title: Opt Express
  contributor:
    fullname: Hua
– volume: 5
  start-page: 337
  year: 2018
  ident: bib42
  publication-title: Optica
  contributor:
    fullname: Lam
– volume: 32
  start-page: 301
  year: 2007
  end-page: 307
  ident: bib3
  publication-title: Curr. Eye Res.
  contributor:
    fullname: Akova
– volume: 9
  start-page: 1
  year: 2019
  end-page: 7
  ident: bib22
  publication-title: Sci. Rep.
  contributor:
    fullname: Kim
– volume: 18
  start-page: 953
  year: 2021
  end-page: 958
  ident: bib44
  publication-title: Nat. Methods
  contributor:
    fullname: Pavone
– start-page: 427
  year: 1992
  end-page: 435
  ident: bib21
  publication-title: J. Korean Ophthalmol. Soc
  contributor:
    fullname: K H
– volume: 94
  start-page: 1454
  year: 2010
  end-page: 1458
  ident: bib18
  publication-title: Br. J. Ophthalmol.
  contributor:
    fullname: Wang
– volume: 41
  start-page: 2004
  year: 2022
  end-page: 2008
  ident: bib27
  publication-title: IEEE Trans. Med. Imag.
  contributor:
    fullname: Kim
– volume: 16
  start-page: 3
  year: 2018
  end-page: 11
  ident: bib37
  article-title: Shape from focus file exch
  publication-title: MATLAB Cent.
  contributor:
    fullname: Pertuz
– volume: 11
  start-page: 4890
  year: 2020
  ident: bib26
  publication-title: Biomed. Opt Express
  contributor:
    fullname: Kim
– volume: 71
  start-page: 68
  year: 2019
  end-page: 87
  ident: bib6
  publication-title: Prog. Retin. Eye Res.
  contributor:
    fullname: Labetoulle
– volume: 20
  start-page: 1
  year: 2020
  end-page: 12
  ident: bib23
  publication-title: BMC Ophthalmol.
  contributor:
    fullname: Kim
– volume: 12
  start-page: 165
  year: 2018
  end-page: 172
  ident: bib10
  publication-title: Nat. Photonics
  contributor:
    fullname: Lasser
– volume: 104
  start-page: 223
  year: 1997
  end-page: 235
  ident: bib38
  publication-title: Ophthalmology
  contributor:
    fullname: Reis
– volume: 24
  start-page: 100
  year: 2022
  end-page: 102
  ident: bib24
  publication-title: Ocul. Surf.
  contributor:
    fullname: Chang Ho Yoon
– volume: 102
  start-page: 1049
  year: 1984
  end-page: 1051
  ident: bib19
  article-title: Conjunctival goblet cell densities in ocular surface disease
  publication-title: Arch. Ophthalmol.
  contributor:
    fullname: J C
– volume: 8
  start-page: 625
  year: 2021
  end-page: 638
  ident: bib31
  publication-title: ACS Photonics
  contributor:
    fullname: Ozcan
– volume: 19
  start-page: 38
  year: 2016
  end-page: 43
  ident: bib43
  publication-title: Vet. Ophthalmol.
  contributor:
    fullname: Maggs
– volume: 30
  start-page: 1007
  year: 2011
  end-page: 1012
  ident: bib48
  publication-title: Cornea
  contributor:
    fullname: Xu
– volume: 18
  start-page: 326
  year: 2020
  end-page: 334
  ident: bib2
  publication-title: Ocul. Surf.
  contributor:
    fullname: Pflugfelder
– volume: 135
  start-page: 845
  year: 2017
  end-page: 851
  ident: bib8
  publication-title: JAMA Ophthalmol
  contributor:
    fullname: Perrot
– volume: 10
  start-page: 60
  year: 2013
  end-page: 63
  ident: bib1
  publication-title: Nat. Methods
  contributor:
    fullname: Gustafsson
– volume: 8
  start-page: 1
  year: 2018
  end-page: 10
  ident: bib47
  publication-title: Sci. Rep.
  contributor:
    fullname: Roberts
– volume: 33
  start-page: 2424
  year: 2017
  end-page: 2426
  ident: bib4
  publication-title: Bioinformatics
  contributor:
    fullname: Seung
– volume: 25
  start-page: 781
  year: 2006
  end-page: 788
  ident: bib33
  publication-title: Cornea
  contributor:
    fullname: Kampik
– volume: 16
  start-page: 8670
  year: 2008
  ident: bib50
  publication-title: Opt Express
  contributor:
    fullname: Filkins
– volume: 6
  start-page: 794
  year: 2019
  ident: bib39
  publication-title: Optica
  contributor:
    fullname: Waller
– volume: 45
  start-page: 260
  year: 2020
  ident: bib16
  publication-title: Opt. Lett.
  contributor:
    fullname: Zheng
– volume: 11
  start-page: 4890
  year: 2020
  ident: 10.1016/j.bios.2024.116681_bib26
  publication-title: Biomed. Opt Express
  doi: 10.1364/BOE.401896
  contributor:
    fullname: Lee
– volume: 38
  start-page: 113
  year: 1994
  ident: 10.1016/j.bios.2024.116681_bib34
  publication-title: Signal Process.
  doi: 10.1016/0165-1684(94)90060-4
  contributor:
    fullname: Meyer
– volume: 16
  start-page: 186
  year: 2009
  ident: 10.1016/j.bios.2024.116681_bib14
  publication-title: Opt. InfoBase Conf. Pap.
  contributor:
    fullname: Dunsby
– volume: 20
  start-page: 1
  year: 2020
  ident: 10.1016/j.bios.2024.116681_bib23
  publication-title: BMC Ophthalmol.
  doi: 10.1186/s12886-019-1277-9
  contributor:
    fullname: Kim
– volume: 23
  year: 2015
  ident: 10.1016/j.bios.2024.116681_bib30
  publication-title: Opt Express
  contributor:
    fullname: Lu
– volume: 104
  start-page: 223
  year: 1997
  ident: 10.1016/j.bios.2024.116681_bib38
  publication-title: Ophthalmology
  doi: 10.1016/S0161-6420(97)30330-3
  contributor:
    fullname: Pflugfelder
– volume: 18
  start-page: 326
  year: 2020
  ident: 10.1016/j.bios.2024.116681_bib2
  publication-title: Ocul. Surf.
  doi: 10.1016/j.jtos.2019.12.006
  contributor:
    fullname: Alam
– volume: 25
  start-page: 781
  year: 2006
  ident: 10.1016/j.bios.2024.116681_bib33
  publication-title: Cornea
  doi: 10.1097/01.ico.0000224648.74095.90
  contributor:
    fullname: Messmer
– ident: 10.1016/j.bios.2024.116681_bib9
  doi: 10.1038/s41385-022-00551-6
– volume: 12
  start-page: 165
  year: 2018
  ident: 10.1016/j.bios.2024.116681_bib10
  publication-title: Nat. Photonics
  doi: 10.1038/s41566-018-0109-4
  contributor:
    fullname: Descloux
– volume: 94
  start-page: 1454
  year: 2010
  ident: 10.1016/j.bios.2024.116681_bib18
  publication-title: Br. J. Ophthalmol.
  doi: 10.1136/bjo.2009.161059
  contributor:
    fullname: Hong
– volume: 14
  start-page: 1
  year: 2023
  ident: 10.1016/j.bios.2024.116681_bib32
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-023-37101-y
  contributor:
    fullname: Matsuzawa
– volume: 41
  start-page: 1289
  year: 2002
  ident: 10.1016/j.bios.2024.116681_bib28
  article-title: Autofocus system for microscope
  publication-title: Opt. Eng.
  doi: 10.1117/1.1473639
  contributor:
    fullname: Li
– volume: 16
  start-page: 3
  year: 2018
  ident: 10.1016/j.bios.2024.116681_bib37
  article-title: Shape from focus file exch
  publication-title: MATLAB Cent.
  contributor:
    fullname: Pertuz
– volume: 71
  start-page: 68
  year: 2019
  ident: 10.1016/j.bios.2024.116681_bib6
  publication-title: Prog. Retin. Eye Res.
  doi: 10.1016/j.preteyeres.2018.11.007
  contributor:
    fullname: Baudouin
– volume: 8
  start-page: 1
  year: 2018
  ident: 10.1016/j.bios.2024.116681_bib47
  publication-title: Sci. Rep.
  contributor:
    fullname: Wei
– volume: 16
  start-page: 8670
  year: 2008
  ident: 10.1016/j.bios.2024.116681_bib50
  publication-title: Opt Express
  doi: 10.1364/OE.16.008670
  contributor:
    fullname: Yazdanfar
– volume: 32
  start-page: 301
  year: 2007
  ident: 10.1016/j.bios.2024.116681_bib3
  publication-title: Curr. Eye Res.
  doi: 10.1080/02713680701198742
  contributor:
    fullname: Altinors
– volume: 18
  start-page: 953
  year: 2021
  ident: 10.1016/j.bios.2024.116681_bib44
  publication-title: Nat. Methods
  doi: 10.1038/s41592-021-01208-1
  contributor:
    fullname: Silvestri
– volume: 6
  start-page: 4353
  year: 2015
  ident: 10.1016/j.bios.2024.116681_bib46
  publication-title: Biomed. Opt Express
  doi: 10.1364/BOE.6.004353
  contributor:
    fullname: Wang
– volume: 5
  start-page: 337
  year: 2018
  ident: 10.1016/j.bios.2024.116681_bib42
  publication-title: Optica
  doi: 10.1364/OPTICA.5.000337
  contributor:
    fullname: Ren
– volume: 102
  start-page: 1049
  year: 1984
  ident: 10.1016/j.bios.2024.116681_bib19
  article-title: Conjunctival goblet cell densities in ocular surface disease
  publication-title: Arch. Ophthalmol.
  doi: 10.1001/archopht.1984.01040030851031
  contributor:
    fullname: J D
– volume: 9
  start-page: 1
  year: 2019
  ident: 10.1016/j.bios.2024.116681_bib22
  publication-title: Sci. Rep.
  doi: 10.1038/s41598-018-37186-2
  contributor:
    fullname: Kim
– volume: 24
  start-page: 100
  year: 2022
  ident: 10.1016/j.bios.2024.116681_bib24
  publication-title: Ocul. Surf.
  doi: 10.1016/j.jtos.2022.03.003
  contributor:
    fullname: Kim
– volume: 120
  start-page: 330
  year: 2002
  ident: 10.1016/j.bios.2024.116681_bib25
  publication-title: Arch. Ophthalmol.
  doi: 10.1001/archopht.120.3.330
  contributor:
    fullname: Kunert
– start-page: 427
  year: 1992
  ident: 10.1016/j.bios.2024.116681_bib21
  publication-title: J. Korean Ophthalmol. Soc
  contributor:
    fullname: Kim
– volume: 10
  start-page: 149
  year: 2012
  ident: 10.1016/j.bios.2024.116681_bib12
  publication-title: Ocul. Surf.
  doi: 10.1016/j.jtos.2012.05.001
  contributor:
    fullname: Doughty
– volume: 18
  start-page: 19
  year: 2020
  ident: 10.1016/j.bios.2024.116681_bib45
  publication-title: Ocul. Surf.
  doi: 10.1016/j.jtos.2019.11.005
  contributor:
    fullname: Swamynathan
– volume: 19
  start-page: 38
  year: 2016
  ident: 10.1016/j.bios.2024.116681_bib43
  publication-title: Vet. Ophthalmol.
  doi: 10.1111/vop.12343
  contributor:
    fullname: Sebbag
– volume: 10
  start-page: 60
  year: 2013
  ident: 10.1016/j.bios.2024.116681_bib1
  publication-title: Nat. Methods
  doi: 10.1038/nmeth.2277
  contributor:
    fullname: Abrahamsson
– volume: 30
  start-page: 1007
  year: 2011
  ident: 10.1016/j.bios.2024.116681_bib48
  publication-title: Cornea
  doi: 10.1097/ICO.0b013e31820ca468
  contributor:
    fullname: Wei
– volume: 25
  start-page: 27770
  year: 2017
  ident: 10.1016/j.bios.2024.116681_bib17
  publication-title: Opt Express
  doi: 10.1364/OE.25.027770
  contributor:
    fullname: Hillmann
– volume: 6
  start-page: 794
  year: 2019
  ident: 10.1016/j.bios.2024.116681_bib39
  publication-title: Optica
  doi: 10.1364/OPTICA.6.000794
  contributor:
    fullname: Pinkard
– volume: 8
  start-page: 625
  year: 2021
  ident: 10.1016/j.bios.2024.116681_bib31
  publication-title: ACS Photonics
  doi: 10.1021/acsphotonics.0c01774
  contributor:
    fullname: Luo
– volume: 135
  start-page: 845
  year: 2017
  ident: 10.1016/j.bios.2024.116681_bib8
  publication-title: JAMA Ophthalmol
  doi: 10.1001/jamaophthalmol.2017.2019
  contributor:
    fullname: Cinotti
– volume: 41
  start-page: 2004
  year: 2022
  ident: 10.1016/j.bios.2024.116681_bib27
  publication-title: IEEE Trans. Med. Imag.
  doi: 10.1109/TMI.2022.3151944
  contributor:
    fullname: Lee
– volume: 33
  start-page: 2424
  year: 2017
  ident: 10.1016/j.bios.2024.116681_bib4
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btx180
  contributor:
    fullname: Arganda-Carreras
– volume: 45
  start-page: 260
  year: 2020
  ident: 10.1016/j.bios.2024.116681_bib16
  publication-title: Opt. Lett.
  doi: 10.1364/OL.45.000260
  contributor:
    fullname: Guo
– volume: 41
  start-page: 1393
  year: 2016
  ident: 10.1016/j.bios.2024.116681_bib13
  publication-title: Curr. Eye Res.
  doi: 10.3109/02713683.2015.1133832
  contributor:
    fullname: Doughty
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Snippet Conjunctival goblet cells (CGCs) are specialized epithelial cells playing key roles for ocular surface homeostasis, and their examination is important for...
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StartPage 116681
SubjectTerms Extended depth-of-field imaging
Large-area non-contact imaging
Moxifloxacin-based fluorescence microscopy
Non-invasive conjunctival goblet cell imaging in humans
Real-time surface detection and tracking
Title Surface tracking integrated extended depth-of-field microscopy for rapid non-contact examination of conjunctival goblet cells in humans
URI https://dx.doi.org/10.1016/j.bios.2024.116681
https://www.ncbi.nlm.nih.gov/pubmed/39277921
https://www.proquest.com/docview/3105491967/abstract/
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