iPhone App compared with standard blood pressure measurement –The iPARR trial

The possibility to use built-in smartphone-cameras for photoplethysmographic (PPG) recording of pulse waves lead to the release of numerous health apps, claiming to measure blood pressure (BP) based on PPG signals. Even though these apps are highly popular, not a single one is clinically validated....

Full description

Saved in:
Bibliographic Details
Published inThe American heart journal Vol. 233; pp. 102 - 108
Main Authors Dörr, Marcus, Weber, Stefan, Birkemeyer, Ralf, Leonardi, Licia, Winterhalder, Clemens, Raichle, Christina J., Brasier, Noé, Burkard, Thilo, Eckstein, Jens
Format Journal Article
LanguageEnglish
Published United States Elsevier Inc 01.03.2021
Elsevier Limited
Subjects
Online AccessGet full text
ISSN0002-8703
1097-6744
1097-6744
DOI10.1016/j.ahj.2020.12.003

Cover

Loading…
Abstract The possibility to use built-in smartphone-cameras for photoplethysmographic (PPG) recording of pulse waves lead to the release of numerous health apps, claiming to measure blood pressure (BP) based on PPG signals. Even though these apps are highly popular, not a single one is clinically validated. Aim of the current study was to test systolic BP (sBP) estimation by a promising new algorithm in a large clinical setting. The study was designed based on the European Society of Hypertension International Protocol Revision 2010. Each individual received 7 sequential BP measurements, starting with the reference device - an automated oscillometric cuff device - followed by the PPG recording at the patients' index finger. A total 1,036 subjects were recruited of which 965 could be included for final analysis leading to 2,895 pairs of comparison. Mean (±SD) error between test and reference device was -0.41 (±16.52) mmHg. Only 38.1% of all 2,895 BP comparisons reached a delta within ±5 mmHg, while 29.3% reached a delta larger than 15 mmHg. Bland-Altman plot showed an overestimation of smartphone sBP in comparison to reference sBP in low range and an underestimation in high sBP range. According to the European Society of Hypertension International Protocol Revision 2010 specifications the algorithm failed validation criteria for sBP measurement and was not commercialized. These findings emphasize that health apps should be rigorously validated according to common guidelines before market release as under- and/or overestimation of BP is potentially exposing persons at health risks in short and long term. ClinicalTrials.gov, number NCT02552030.
AbstractList BackgroundThe possibility to use built-in smartphone-cameras for photoplethysmographic (PPG) recording of pulse waves lead to the release of numerous health apps, claiming to measure blood pressure (BP) based on PPG signals. Even though these apps are highly popular, not a single one is clinically validated. Aim of the current study was to test systolic BP (sBP) estimation by a promising new algorithm in a large clinical setting.MethodsThe study was designed based on the European Society of Hypertension International Protocol Revision 2010. Each individual received 7 sequential BP measurements, starting with the reference device - an automated oscillometric cuff device - followed by the PPG recording at the patients' index finger.ResultsA total 1,036 subjects were recruited of which 965 could be included for final analysis leading to 2,895 pairs of comparison. Mean (±SD) error between test and reference device was -0.41 (±16.52) mmHg. Only 38.1% of all 2,895 BP comparisons reached a delta within ±5 mmHg, while 29.3% reached a delta larger than 15 mmHg. Bland-Altman plot showed an overestimation of smartphone sBP in comparison to reference sBP in low range and an underestimation in high sBP range.ConclusionsAccording to the European Society of Hypertension International Protocol Revision 2010 specifications the algorithm failed validation criteria for sBP measurement and was not commercialized. These findings emphasize that health apps should be rigorously validated according to common guidelines before market release as under- and/or overestimation of BP is potentially exposing persons at health risks in short and long term.Trial RegistrationClinicalTrials.gov, number NCT02552030.
The possibility to use built-in smartphone-cameras for photoplethysmographic (PPG) recording of pulse waves lead to the release of numerous health apps, claiming to measure blood pressure (BP) based on PPG signals. Even though these apps are highly popular, not a single one is clinically validated. Aim of the current study was to test systolic BP (sBP) estimation by a promising new algorithm in a large clinical setting. The study was designed based on the European Society of Hypertension International Protocol Revision 2010. Each individual received 7 sequential BP measurements, starting with the reference device - an automated oscillometric cuff device - followed by the PPG recording at the patients' index finger. A total 1,036 subjects were recruited of which 965 could be included for final analysis leading to 2,895 pairs of comparison. Mean (±SD) error between test and reference device was -0.41 (±16.52) mmHg. Only 38.1% of all 2,895 BP comparisons reached a delta within ±5 mmHg, while 29.3% reached a delta larger than 15 mmHg. Bland-Altman plot showed an overestimation of smartphone sBP in comparison to reference sBP in low range and an underestimation in high sBP range. According to the European Society of Hypertension International Protocol Revision 2010 specifications the algorithm failed validation criteria for sBP measurement and was not commercialized. These findings emphasize that health apps should be rigorously validated according to common guidelines before market release as under- and/or overestimation of BP is potentially exposing persons at health risks in short and long term. ClinicalTrials.gov, number NCT02552030.
The possibility to use built-in smartphone-cameras for photoplethysmographic (PPG) recording of pulse waves lead to the release of numerous health apps, claiming to measure blood pressure (BP) based on PPG signals. Even though these apps are highly popular, not a single one is clinically validated. Aim of the current study was to test systolic BP (sBP) estimation by a promising new algorithm in a large clinical setting.BACKGROUNDThe possibility to use built-in smartphone-cameras for photoplethysmographic (PPG) recording of pulse waves lead to the release of numerous health apps, claiming to measure blood pressure (BP) based on PPG signals. Even though these apps are highly popular, not a single one is clinically validated. Aim of the current study was to test systolic BP (sBP) estimation by a promising new algorithm in a large clinical setting.The study was designed based on the European Society of Hypertension International Protocol Revision 2010. Each individual received 7 sequential BP measurements, starting with the reference device - an automated oscillometric cuff device - followed by the PPG recording at the patients' index finger.METHODSThe study was designed based on the European Society of Hypertension International Protocol Revision 2010. Each individual received 7 sequential BP measurements, starting with the reference device - an automated oscillometric cuff device - followed by the PPG recording at the patients' index finger.A total 1,036 subjects were recruited of which 965 could be included for final analysis leading to 2,895 pairs of comparison. Mean (±SD) error between test and reference device was -0.41 (±16.52) mmHg. Only 38.1% of all 2,895 BP comparisons reached a delta within ±5 mmHg, while 29.3% reached a delta larger than 15 mmHg. Bland-Altman plot showed an overestimation of smartphone sBP in comparison to reference sBP in low range and an underestimation in high sBP range.RESULTSA total 1,036 subjects were recruited of which 965 could be included for final analysis leading to 2,895 pairs of comparison. Mean (±SD) error between test and reference device was -0.41 (±16.52) mmHg. Only 38.1% of all 2,895 BP comparisons reached a delta within ±5 mmHg, while 29.3% reached a delta larger than 15 mmHg. Bland-Altman plot showed an overestimation of smartphone sBP in comparison to reference sBP in low range and an underestimation in high sBP range.According to the European Society of Hypertension International Protocol Revision 2010 specifications the algorithm failed validation criteria for sBP measurement and was not commercialized. These findings emphasize that health apps should be rigorously validated according to common guidelines before market release as under- and/or overestimation of BP is potentially exposing persons at health risks in short and long term.CONCLUSIONSAccording to the European Society of Hypertension International Protocol Revision 2010 specifications the algorithm failed validation criteria for sBP measurement and was not commercialized. These findings emphasize that health apps should be rigorously validated according to common guidelines before market release as under- and/or overestimation of BP is potentially exposing persons at health risks in short and long term.ClinicalTrials.gov, number NCT02552030.TRIAL REGISTRATIONClinicalTrials.gov, number NCT02552030.
Author Birkemeyer, Ralf
Leonardi, Licia
Winterhalder, Clemens
Raichle, Christina J.
Dörr, Marcus
Weber, Stefan
Brasier, Noé
Eckstein, Jens
Burkard, Thilo
Author_xml – sequence: 1
  givenname: Marcus
  surname: Dörr
  fullname: Dörr, Marcus
  organization: Department of Internal Medicine, University Hospital Greifswald, Germany
– sequence: 2
  givenname: Stefan
  surname: Weber
  fullname: Weber, Stefan
  organization: Department of Internal Medicine, University Hospital Regensburg, Germany
– sequence: 3
  givenname: Ralf
  surname: Birkemeyer
  fullname: Birkemeyer, Ralf
  organization: Department of Internal Medicine, University Ulm, Germany
– sequence: 4
  givenname: Licia
  surname: Leonardi
  fullname: Leonardi, Licia
  organization: Department of Internal Medicine, University Hospital Basel, Switzerland
– sequence: 5
  givenname: Clemens
  surname: Winterhalder
  fullname: Winterhalder, Clemens
  organization: Department of Internal Medicine, University Hospital Basel, Switzerland
– sequence: 6
  givenname: Christina J.
  surname: Raichle
  fullname: Raichle, Christina J.
  organization: Departement of Gastroenterology, University Hospital Basel, Switzerland
– sequence: 7
  givenname: Noé
  surname: Brasier
  fullname: Brasier, Noé
  organization: CMIO Office, University Hospital Basel, Switzerland
– sequence: 8
  givenname: Thilo
  orcidid: 0000-0001-6373-9820
  surname: Burkard
  fullname: Burkard, Thilo
  email: thilo.burkard@usb.ch
  organization: Medical Outpatient Department and Hypertension Clinic, ESH Hypertension Centre of Excellence, University Hospital Basel, Switzerland
– sequence: 9
  givenname: Jens
  surname: Eckstein
  fullname: Eckstein, Jens
  organization: Department of Internal Medicine, University Hospital Basel, Switzerland
BackLink https://www.ncbi.nlm.nih.gov/pubmed/33321118$$D View this record in MEDLINE/PubMed
BookMark eNqFkctq3DAUhkVJaCaXB-imCLrpxlNJliWbrobQGwQSQrIWsnTMyLUtV5Jbsss75A37JNUwyWYW6epw4Pt-pPOfoqPJT4DQO0rWlFDxqV_rbb9mhOWdrQkp36AVJY0shOT8CK0IIayoJSlP0GmMfV4Fq8VbdFKWJaOU1it07W62ORRv5hkbP846gMV_XNrimPRkdbC4Hby3eA4Q4xIAj6B3c4Qp4b-PT3dbwO5mc3uLU3B6OEfHnR4iXDzPM3T_9cvd5ffi6vrbj8vNVWG45KkwQtSGmK4lvKxbo6VgpusqKUklO2IrWRnbUCbAdNBWHRW81lVlDdMt15yz8gx93OfOwf9aICY1umhgGPQEfomKcZk_KySjGf1wgPZ-CVN-XaYaUommoWWm3j9TSzuCVXNwow4P6uVUGZB7wAQfY4BOGZd0cn5KQbtBUaJ2pahe5VLUrhRFmcqlZJMemC_hrzmf9w7kI_52EFQ0DiYD1gUwSVnvXrWbA9sMbnJGDz_h4T_uP4Gktps
CitedBy_id crossref_primary_10_3390_healthcare10102113
crossref_primary_10_1186_s12938_024_01201_7
crossref_primary_10_3390_bios13030321
crossref_primary_10_1038_s41746_022_00629_2
crossref_primary_10_1007_s10877_022_00886_2
crossref_primary_10_1007_s10462_022_10353_8
crossref_primary_10_3390_s22051873
crossref_primary_10_3389_fdgth_2021_770096
crossref_primary_10_3389_fmed_2021_648233
crossref_primary_10_1007_s13534_023_00271_1
crossref_primary_10_1038_s41371_022_00675_z
crossref_primary_10_3390_diagnostics12030749
Cites_doi 10.1093/ajh/hpz070
10.1007/s00134-013-2964-2
10.1093/eurheartj/ehy339
10.1097/MBP.0b013e3283360e98
10.3390/jcm9030723
10.1161/HYPERTENSIONAHA.117.10237
10.1161/HYPERTENSIONAHA.117.10647
10.1038/s41598-019-45175-2
10.1016/j.jash.2014.12.001
10.1016/j.jacc.2017.05.064
10.1001/jamainternmed.2016.0157
ContentType Journal Article
Copyright 2020 The Author(s)
Copyright © 2020 The Author(s). Published by Elsevier Inc. All rights reserved.
2020. The Author(s)
Copyright_xml – notice: 2020 The Author(s)
– notice: Copyright © 2020 The Author(s). Published by Elsevier Inc. All rights reserved.
– notice: 2020. The Author(s)
DBID 6I.
AAFTH
AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
3V.
7QO
7RV
7TS
7X7
7XB
88C
88E
8AO
8C1
8FD
8FI
8FJ
8FK
8G5
ABUWG
AFKRA
AN0
AZQEC
BENPR
CCPQU
DWQXO
FR3
FYUFA
GHDGH
GNUQQ
GUQSH
K9.
KB0
M0S
M0T
M1P
M2O
MBDVC
NAPCQ
P64
PHGZM
PHGZT
PJZUB
PKEHL
PPXIY
PQEST
PQQKQ
PQUKI
PRINS
Q9U
7X8
DOI 10.1016/j.ahj.2020.12.003
DatabaseName ScienceDirect Open Access Titles
Elsevier:ScienceDirect:Open Access
CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
ProQuest Central (Corporate)
Biotechnology Research Abstracts
Nursing & Allied Health Database
Physical Education Index
Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
Healthcare Administration Database (Alumni)
Medical Database (Alumni Edition)
ProQuest Pharma Collection
Public Health Database
Technology Research Database
Hospital Premium Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Research Library
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
British Nursing Database
ProQuest Central Essentials
ProQuest Central
ProQuest One Community College
ProQuest Central
Engineering Research Database
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Central Student
ProQuest Research Library
ProQuest Health & Medical Complete (Alumni)
Nursing & Allied Health Database (Alumni Edition)
ProQuest Health & Medical Collection
Healthcare Administration Database
PML(ProQuest Medical Library)
ProQuest - Research Library
Research Library (Corporate)
Nursing & Allied Health Premium
Biotechnology and BioEngineering Abstracts
ProQuest Central Premium
ProQuest One Academic (New)
ProQuest Health & Medical Research Collection
ProQuest One Academic Middle East (New)
ProQuest One Health & Nursing
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
ProQuest Central Basic
MEDLINE - Academic
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
Research Library Prep
ProQuest Central Student
Technology Research Database
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest One Health & Nursing
Research Library (Alumni Edition)
ProQuest Pharma Collection
ProQuest Central China
Physical Education Index
ProQuest Central
Health Research Premium Collection
Biotechnology Research Abstracts
Health and Medicine Complete (Alumni Edition)
ProQuest Central Korea
Health & Medical Research Collection
ProQuest Research Library
ProQuest Central (New)
ProQuest Medical Library (Alumni)
ProQuest Public Health
ProQuest Central Basic
ProQuest One Academic Eastern Edition
British Nursing Index with Full Text
ProQuest Health Management
ProQuest Nursing & Allied Health Source
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
ProQuest Hospital Collection (Alumni)
Biotechnology and BioEngineering Abstracts
Nursing & Allied Health Premium
ProQuest Health & Medical Complete
ProQuest Medical Library
ProQuest One Academic UKI Edition
ProQuest Health Management (Alumni Edition)
ProQuest Nursing & Allied Health Source (Alumni)
Engineering Research Database
ProQuest One Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList Research Library Prep

MEDLINE - Academic
MEDLINE

Database_xml – sequence: 1
  dbid: NPM
  name: PubMed
  url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed
  sourceTypes: Index Database
– sequence: 2
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
– sequence: 3
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Medicine
EISSN 1097-6744
EndPage 108
ExternalDocumentID 33321118
10_1016_j_ahj_2020_12_003
S0002870320304026
Genre Validation Study
Comparative Study
Research Support, Non-U.S. Gov't
Journal Article
GeographicLocations Germany
GeographicLocations_xml – name: Germany
GroupedDBID ---
--K
--M
.1-
.55
.FO
.GJ
.XZ
.~1
0R~
1B1
1CY
1P~
1RT
1~.
1~5
23M
354
3O-
4.4
41~
457
4G.
53G
5GY
5RE
5VS
6J9
7-5
71M
7RV
7X7
88E
8AO
8C1
8F7
8FI
8FJ
8G5
8P~
9JM
AABNK
AAEDT
AAEDW
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAQQT
AAQXK
AATTM
AAWTL
AAXKI
AAXUO
AAYWO
ABBQC
ABFNM
ABFRF
ABJNI
ABLJU
ABMAC
ABMZM
ABOCM
ABPPZ
ABUWG
ABWVN
ABXDB
ACDAQ
ACGFO
ACGFS
ACIEU
ACIWK
ACPRK
ACRLP
ACRPL
ACVFH
ADBBV
ADCNI
ADEZE
ADFRT
ADMUD
ADNMO
AEBSH
AEFWE
AEIPS
AEKER
AENEX
AEUPX
AEVXI
AFFNX
AFJKZ
AFKRA
AFPUW
AFRAH
AFRHN
AFTJW
AFXIZ
AGCQF
AGHFR
AGQPQ
AGUBO
AGYEJ
AHHHB
AHMBA
AIEXJ
AIGII
AIIUN
AIKHN
AITUG
AJRQY
AJUYK
AKBMS
AKRWK
AKYEP
ALMA_UNASSIGNED_HOLDINGS
AMRAJ
AN0
ANKPU
ANZVX
APXCP
AQUVI
ASPBG
AVWKF
AXJTR
AZFZN
AZQEC
BENPR
BKEYQ
BKOJK
BLXMC
BNPGV
BNQBC
BPHCQ
BVXVI
C45
CAG
CCPQU
COF
CS3
DWQXO
EBS
EFJIC
EFKBS
EJD
EO8
EO9
EP2
EP3
EX3
F5P
FDB
FEDTE
FGOYB
FIRID
FNPLU
FYGXN
FYUFA
G-2
G-Q
GBLVA
GNUQQ
GUQSH
HEB
HMCUK
HMK
HMO
HVGLF
HZ~
IH2
IHE
J1W
J5H
K-O
KOM
L7B
M0T
M1P
M29
M2O
M41
MO0
N4W
N9A
NAPCQ
O-L
O9-
OA.
OAUVE
OBH
OHH
OHT
OL~
OVD
OZT
P-8
P-9
P2P
PC.
PHGZM
PHGZT
PJZUB
PPXIY
PQQKQ
PROAC
PSQYO
PUEGO
Q38
R2-
ROL
RPZ
SAE
SDF
SDG
SDP
SEL
SES
SEW
SPCBC
SSH
SSZ
T5K
TEORI
UGJ
UHS
UKHRP
UKR
UV1
WH7
WOW
WUQ
X7M
XCE
YOC
YYM
YYP
Z5R
ZGI
ZXP
ZY1
~G-
3V.
6I.
AACTN
AAFTH
AAIAV
AAYOK
ABLVK
ABYKQ
AFCTW
AFKWA
AHPSJ
AJBFU
AJOXV
AMFUW
EFLBG
LCYCR
RIG
ZA5
AAYXX
AGRNS
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
7QO
7TS
7XB
8FD
8FK
FR3
K9.
MBDVC
P64
PKEHL
PQEST
PQUKI
PRINS
Q9U
7X8
ID FETCH-LOGICAL-c474t-c668c0cfb0438bca762cff577057f0d575cd9126ecfeb5f1648a55dc2ab4a4423
IEDL.DBID .~1
ISSN 0002-8703
1097-6744
IngestDate Fri Jul 11 10:55:32 EDT 2025
Sat Jul 26 02:20:03 EDT 2025
Mon Jul 21 06:05:35 EDT 2025
Thu Apr 24 23:02:48 EDT 2025
Tue Jul 01 03:19:30 EDT 2025
Fri Feb 23 02:44:51 EST 2024
Tue Aug 26 16:34:36 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Language English
License This is an open access article under the CC BY license.
Copyright © 2020 The Author(s). Published by Elsevier Inc. All rights reserved.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c474t-c668c0cfb0438bca762cff577057f0d575cd9126ecfeb5f1648a55dc2ab4a4423
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ObjectType-Article-2
ObjectType-Feature-1
content type line 23
ObjectType-Undefined-3
ORCID 0000-0001-6373-9820
OpenAccessLink https://www.sciencedirect.com/science/article/pii/S0002870320304026
PMID 33321118
PQID 2490569913
PQPubID 2031075
PageCount 7
ParticipantIDs proquest_miscellaneous_2470626721
proquest_journals_2490569913
pubmed_primary_33321118
crossref_citationtrail_10_1016_j_ahj_2020_12_003
crossref_primary_10_1016_j_ahj_2020_12_003
elsevier_sciencedirect_doi_10_1016_j_ahj_2020_12_003
elsevier_clinicalkey_doi_10_1016_j_ahj_2020_12_003
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate March 2021
2021-03-00
20210301
PublicationDateYYYYMMDD 2021-03-01
PublicationDate_xml – month: 03
  year: 2021
  text: March 2021
PublicationDecade 2020
PublicationPlace United States
PublicationPlace_xml – name: United States
– name: Philadelphia
PublicationTitle The American heart journal
PublicationTitleAlternate Am Heart J
PublicationYear 2021
Publisher Elsevier Inc
Elsevier Limited
Publisher_xml – name: Elsevier Inc
– name: Elsevier Limited
References Xing, Ma, Zhang (bib0009) 2019; 9
Ruiz-Rodriguez, Ruiz-Sanmartin, Ribas (bib0011) 2013; 39
(bib0015) September 16, 2020
Williams, Mancia, Spiering (bib0001) 2018; 39
Padwal (bib0004) 2019; 32
(bib0014) September 16, 2020
Riva-Rocci (bib0002) 1896; 47
Raichle, Eckstein, Lapaire (bib0008) 2018; 71
Husain (bib0016) 2017
Takahashi, Yokoi, Yoshika (bib0006) May 22, 2014
(bib0013) September 16, 2020
O'Brien, Atkins, Stergiou (bib0005) 2010; 15
Hosanee, Chan, Welykholowa (bib0010) 2020; 9
Picone, Schultz, Otahal (bib0012) 2017; 70
Plante, Urrea, MacFarlane (bib0007) 2016; 176
Kumar, Khunger, Gupta, Garg (bib0003) 2015; 9
Stergiou, Alpert, Mieke (bib0017) 2018; 71
Xing (10.1016/j.ahj.2020.12.003_bib0009) 2019; 9
Picone (10.1016/j.ahj.2020.12.003_bib0012) 2017; 70
Stergiou (10.1016/j.ahj.2020.12.003_bib0017) 2018; 71
Padwal (10.1016/j.ahj.2020.12.003_bib0004) 2019; 32
Hosanee (10.1016/j.ahj.2020.12.003_bib0010) 2020; 9
Riva-Rocci (10.1016/j.ahj.2020.12.003_bib0002) 1896; 47
(10.1016/j.ahj.2020.12.003_bib0015) 2020
Takahashi (10.1016/j.ahj.2020.12.003_bib0006) 2014
(10.1016/j.ahj.2020.12.003_bib0013) 2020
Plante (10.1016/j.ahj.2020.12.003_bib0007) 2016; 176
Kumar (10.1016/j.ahj.2020.12.003_bib0003) 2015; 9
Husain (10.1016/j.ahj.2020.12.003_bib0016) 2017
(10.1016/j.ahj.2020.12.003_bib0014) 2020
Williams (10.1016/j.ahj.2020.12.003_bib0001) 2018; 39
O'Brien (10.1016/j.ahj.2020.12.003_bib0005) 2010; 15
Raichle (10.1016/j.ahj.2020.12.003_bib0008) 2018; 71
Ruiz-Rodriguez (10.1016/j.ahj.2020.12.003_bib0011) 2013; 39
References_xml – volume: 32
  start-page: 807
  year: 2019
  end-page: 809
  ident: bib0004
  article-title: Cuffless blood pressure measurement: how did accuracy become an afterthought?
  publication-title: Am J Hypertens
– year: 2017
  ident: bib0016
  publication-title: Top grossing health app removed from App Store
– volume: 176
  start-page: 700
  year: 2016
  end-page: 702
  ident: bib0007
  article-title: Validation of the instant blood pressure smartphone app
  publication-title: JAMA internal medicine
– year: September 16, 2020
  ident: bib0013
  publication-title: The World's First Blood Pressure Measurement Mobile App Approved As Medical Device [Press Release, April 21, 2020] [Available from
– volume: 71
  start-page: 368
  year: 2018
  end-page: 374
  ident: bib0017
  article-title: A Universal Standard for the Validation of Blood Pressure Measuring Devices: Association for the Advancement of Medical Instrumentation/European Society of Hypertension/International Organization for Standardization (AAMI/ESH/ISO) Collaboration Statement
  publication-title: Hypertension
– year: September 16, 2020
  ident: bib0015
  publication-title: Samsung Galaxy Watch Active2
– volume: 39
  start-page: 1618
  year: 2013
  end-page: 1625
  ident: bib0011
  article-title: Innovative continuous non-invasive cuffless blood pressure monitoring based on photoplethysmography technology
  publication-title: Intensive Care Med
– start-page: 4
  year: May 22, 2014
  ident: bib0006
  article-title: Validation of the OMRON HBP-1300 upper arm blood pressure monitor, in oscillometry mode, for clinic use in a general population, according to the European Society of Hypertension International. Protocol revision 2010 [Internet]
  publication-title: Dublin: dablEducational Trust
– volume: 39
  start-page: 3021
  year: 2018
  end-page: 3104
  ident: bib0001
  article-title: ESC/ESH Guidelines for the management of arterial hypertension
  publication-title: Eur Heart J.
– volume: 71
  start-page: 1164
  year: 2018
  end-page: 1169
  ident: bib0008
  article-title: Performance of a blood pressure smartphone app in pregnant women: The iPARR Trial (iPhone App Compared With Standard RR Measurement)
  publication-title: Hypertension
– volume: 47
  year: 1896
  ident: bib0002
  article-title: Un nuovo sfigmomanometro
  publication-title: Gazz Med Torino
– volume: 9
  start-page: 130
  year: 2015
  end-page: 136
  ident: bib0003
  article-title: A content analysis of smartphone-based applications for hypertension management
  publication-title: J Am Soc Hypertens
– volume: 9
  start-page: 8611
  year: 2019
  ident: bib0009
  article-title: An unobtrusive and calibration-free blood pressure estimation method using photoplethysmography and biometrics
  publication-title: Sci Rep
– year: September 16, 2020
  ident: bib0014
  publication-title: Samsung Announces Blood Pressure Monitoring Application for Galaxy Watch Devices
– volume: 15
  start-page: 23
  year: 2010
  end-page: 38
  ident: bib0005
  article-title: European Society of Hypertension International Protocol revision 2010 for the validation of blood pressure measuring devices in adults
  publication-title: Blood Press Monit
– volume: 70
  start-page: 572
  year: 2017
  end-page: 586
  ident: bib0012
  article-title: Accuracy of cuff-measured blood pressure: systematic reviews and meta-analyses
  publication-title: J Am Coll Cardiol
– volume: 9
  year: 2020
  ident: bib0010
  article-title: Cuffless Single-site photoplethysmography for blood pressure monitoring
  publication-title: J Clin Med
– volume: 32
  start-page: 807
  issue: 9
  year: 2019
  ident: 10.1016/j.ahj.2020.12.003_bib0004
  article-title: Cuffless blood pressure measurement: how did accuracy become an afterthought?
  publication-title: Am J Hypertens
  doi: 10.1093/ajh/hpz070
– start-page: 4
  year: 2014
  ident: 10.1016/j.ahj.2020.12.003_bib0006
  article-title: Validation of the OMRON HBP-1300 upper arm blood pressure monitor, in oscillometry mode, for clinic use in a general population, according to the European Society of Hypertension International. Protocol revision 2010 [Internet]
  publication-title: Dublin: dablEducational Trust
– volume: 39
  start-page: 1618
  issue: 9
  year: 2013
  ident: 10.1016/j.ahj.2020.12.003_bib0011
  article-title: Innovative continuous non-invasive cuffless blood pressure monitoring based on photoplethysmography technology
  publication-title: Intensive Care Med
  doi: 10.1007/s00134-013-2964-2
– year: 2020
  ident: 10.1016/j.ahj.2020.12.003_bib0015
– volume: 39
  start-page: 3021
  issue: 33
  year: 2018
  ident: 10.1016/j.ahj.2020.12.003_bib0001
  article-title: ESC/ESH Guidelines for the management of arterial hypertension
  publication-title: Eur Heart J.
  doi: 10.1093/eurheartj/ehy339
– volume: 15
  start-page: 23
  issue: 1
  year: 2010
  ident: 10.1016/j.ahj.2020.12.003_bib0005
  article-title: European Society of Hypertension International Protocol revision 2010 for the validation of blood pressure measuring devices in adults
  publication-title: Blood Press Monit
  doi: 10.1097/MBP.0b013e3283360e98
– volume: 9
  issue: 3
  year: 2020
  ident: 10.1016/j.ahj.2020.12.003_bib0010
  article-title: Cuffless Single-site photoplethysmography for blood pressure monitoring
  publication-title: J Clin Med
  doi: 10.3390/jcm9030723
– year: 2020
  ident: 10.1016/j.ahj.2020.12.003_bib0013
– volume: 71
  start-page: 368
  issue: 3
  year: 2018
  ident: 10.1016/j.ahj.2020.12.003_bib0017
  article-title: A Universal Standard for the Validation of Blood Pressure Measuring Devices: Association for the Advancement of Medical Instrumentation/European Society of Hypertension/International Organization for Standardization (AAMI/ESH/ISO) Collaboration Statement
  publication-title: Hypertension
  doi: 10.1161/HYPERTENSIONAHA.117.10237
– volume: 71
  start-page: 1164
  issue: 6
  year: 2018
  ident: 10.1016/j.ahj.2020.12.003_bib0008
  article-title: Performance of a blood pressure smartphone app in pregnant women: The iPARR Trial (iPhone App Compared With Standard RR Measurement)
  publication-title: Hypertension
  doi: 10.1161/HYPERTENSIONAHA.117.10647
– volume: 47
  issue: 981
  year: 1896
  ident: 10.1016/j.ahj.2020.12.003_bib0002
  article-title: Un nuovo sfigmomanometro
  publication-title: Gazz Med Torino
– year: 2017
  ident: 10.1016/j.ahj.2020.12.003_bib0016
– volume: 9
  start-page: 8611
  issue: 1
  year: 2019
  ident: 10.1016/j.ahj.2020.12.003_bib0009
  article-title: An unobtrusive and calibration-free blood pressure estimation method using photoplethysmography and biometrics
  publication-title: Sci Rep
  doi: 10.1038/s41598-019-45175-2
– volume: 9
  start-page: 130
  issue: 2
  year: 2015
  ident: 10.1016/j.ahj.2020.12.003_bib0003
  article-title: A content analysis of smartphone-based applications for hypertension management
  publication-title: J Am Soc Hypertens
  doi: 10.1016/j.jash.2014.12.001
– year: 2020
  ident: 10.1016/j.ahj.2020.12.003_bib0014
– volume: 70
  start-page: 572
  issue: 5
  year: 2017
  ident: 10.1016/j.ahj.2020.12.003_bib0012
  article-title: Accuracy of cuff-measured blood pressure: systematic reviews and meta-analyses
  publication-title: J Am Coll Cardiol
  doi: 10.1016/j.jacc.2017.05.064
– volume: 176
  start-page: 700
  issue: 5
  year: 2016
  ident: 10.1016/j.ahj.2020.12.003_bib0007
  article-title: Validation of the instant blood pressure smartphone app
  publication-title: JAMA internal medicine
  doi: 10.1001/jamainternmed.2016.0157
SSID ssj0006286
Score 2.4148326
Snippet The possibility to use built-in smartphone-cameras for photoplethysmographic (PPG) recording of pulse waves lead to the release of numerous health apps,...
BackgroundThe possibility to use built-in smartphone-cameras for photoplethysmographic (PPG) recording of pulse waves lead to the release of numerous health...
SourceID proquest
pubmed
crossref
elsevier
SourceType Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 102
SubjectTerms Algorithms
Blood pressure
Blood Pressure Determination - instrumentation
Blood Pressure Determination - methods
Blood Pressure Determination - statistics & numerical data
Cameras
Commercialization
Female
Health risks
Humans
Hypertension
Informed consent
Male
Middle Aged
Mobile Applications
Photoplethysmography
Pressure measurement
Recording
Reproducibility of Results
Smartphone
Smartphones
Systole
Values
SummonAdditionalLinks – databaseName: Health & Medical Collection
  dbid: 7X7
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwhV1LSwMxEA5aQbyIb6tVIngSFve9m5MUsRShWoqF3kKSTWhF29rH3f_gP_SXOMkm24NYz5tZdpPJ5JuZLzMIXed5SoJCCS_RFQjjwhceDxPmFaGUUokoUCZd0HlK2_34cZAMbMBtbmmVziYaQ11MhI6R34KbAGc1oJnobvrh6a5ROrtqW2hsoi1dukw7X9mgcrj09cC0gr-g2i6rafhdbPgK7mHom2ig65n1-1z6C3ea86e1h3YtcMTNcqX30YYcH6Dtjk2NH6LnUXc4GUsMsBI7YjnWUVbsogXYkNSxYb4uZxK_r8KD-PvzCxQGj7rNXg-bTh5HqN96eLlve7ZbgifiLF54Ik1z4QvFdW6PCwZWTiiVZBkgMuUXAMtEQYIwlUJJnihwk3KWJIUIGY9ZDKjqGNXG8J2nCPucSEYCFhARxZHghCUZ8XOub90SVZA68t1cUWFLieuOFm_UccZeKUwv1dNLg1DXH62jm0pkWtbRWDc4dAtA3QVRMGkUrPw6obgSsuihRAX_iTXcClO7fed0pWx1dFU9ho2nsylsLCdLPSYDBUvBg66jk1Izqj-Loggc6yA_W__yc7QTaoqMobQ1UG0xW8oLwDgLfmkU-QdR3_jJ
  priority: 102
  providerName: ProQuest
Title iPhone App compared with standard blood pressure measurement –The iPARR trial
URI https://www.clinicalkey.com/#!/content/1-s2.0-S0002870320304026
https://dx.doi.org/10.1016/j.ahj.2020.12.003
https://www.ncbi.nlm.nih.gov/pubmed/33321118
https://www.proquest.com/docview/2490569913
https://www.proquest.com/docview/2470626721
Volume 233
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1LaxsxEBbBgdBLybN180CBnAob72q1Dx0dk-A2xDEmBt-EpJWwQ-qExL6G_of-w_ySzMirDaU0hV60y0oCrTQafaP5RiLkpCxzkVTORBmeQMir2ESaZSqqmLXWmTRx3l1wNcj7Y_59kk3WSC_EwiCtstb9K53utXX9pVP3ZudhNsMY3xi9dClD7x6YEhjBzguk9Z0-v9E8MPSygcBQOng2PcdLTW_BRGSx3xEM92b9uTb9DXv6Nehik3yswSPtrtq3RdbsfJtsXNXu8R1yPRtO7-eWArSkgVxOcaeVhh0D6onq1LNfl4-W_njbIqQvP3-B0NDZsDsaUX-bxy4ZX5zf9PpRfWNCZHjBF5HJ89LExmn072mjQNMZ57KiAFTm4gqgmalEwnJrnNWZA1OpVFlWGaY0VxyQ1R5pzaGdnwmNtbBKJCoRJuWp0UJlhYhLjZG3wlWiTeLQV9LUx4njrRZ3MvDGbiV0r8TulQnDM0jb5GtT5WF1lsZ7hVkYABmCREGtSdD071XiTaXfpOhf1Q7CCMt6Cj9JsEsBHAJ8huzjJhsmH3pU1NzeL7FMAQKWgxXdJp9WktH8WZqmYFwn5Zf_a9M--cCQPuPpbgektXhc2kPAPwt95AUc0mJSQFr24H29--2yP4Dn2flgOHoFlYQF6w
linkProvider Elsevier
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV3NTtwwEB4hKtFeUEt_2EKLK7WXSlET2_nxASFEi5bCUoRA4ubaji1AdJefXVW98Q68Rx-qT9KxE2cPqNsT59hRYo_H38x8MwPwvqoKkdXOJLmvQMjr1CSa5iqpqbXWGZa5EC4Y7Bf9Y_71JD-Zg98xF8bTKqNODIq6HhnvI_-EZgLe1Yhm2MblVeK7Rvnoamyh0YjFrv31E022m_Wdz7i_Hyjd_nK01U_argKJ4SUfJ6YoKpMap30MTBuF2sA4l5clIheX1ghfTC0yWljjrM4dmhOVyvPaUKW54twXOkCV_4gzVvpa_dXWlFLi0zw7uI1HKUZRA59MnZ6jOUrT4H2MPbru34P_wrnhvtt-CostUCWbjWQ9gzk7XIKFQRuKfw7fzg5OR0NLEMaSSGQn3qtLoneCBFI8CUzbybUlP6buSPLn9g4FlJwdbB4ektA55AUcP8g6voT5IX7nMpBUC6tEpjJhGGdGC5WXIq20z_IVrhY9SONaSdOWLvcdNC5k5KidS1xe6ZdXZtTXO-3Bx27KZVO3Y9ZgGjdAxoRUVKESb5VZk3g3qUUrDQr537TVuMOyVRc3circPXjXPcaD7qM3amhHEz-mRAEr0GLvwatGMro_Y4yhIZ9Vr2e_fA0e948Ge3JvZ393BZ5QT88JdLpVmB9fT-wbxFdj_TYINYHvD32K_gK2yjZv
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1LTxsxEB4hkFAvqNAHgbQ1UntBWrHr9T58qCpUiKA8GqEi5WZsry1ANIGQqOqt_4F_w8_pL-nYu14OqOHEeddR1p7HNzOfZwA-lmXOk8rqKHMdCFkV60jRTEYVNcZYnSbWlwuOjvO9U_ZtkA3m4D7chXG0ymATvaGuRtrlyLcwTEBfjWgm3bINLaK_0_tyfRO5CVKu0hrGadQicmB-_8Lw7fbz_g6e9SdKe7s_vu5FzYSBSLOCTSKd56WOtVWuHqa0RMugrc2KAlGMjSuEMrriCc2NtkZlFkOLUmZZpalUTDLmmh6g-V8oUnSbqEvFoA323NXEvIXeqFahouq5ZfL8EkNTGvtMZJjX9dgn_g_zet_XewlLDWgl27WULcOcGa7A4lFTln8F3y_656OhIQhpSSC1E5fhJSFTQTxBnnjW7XRsyM-H1CT5--cOhZVc9LdPToifIvIaTp9lH9_A_BD_5yqQWHEjeSITrlOWasVlVvC4VO7GL7cV70Ac9kropo25m6ZxJQJf7VLg9gq3vSKhrvdpBzbbJdd1D49ZL9NwACJcTkVzKtDDzFrE2kUNcqkRyVPLuuGERWM6bsWDoHdgo32MSu8qOXJoRlP3ToEClmP03oG3tWS0X5amKQb1Sbk2-8c_wCLqjzjcPz5YhxfUMXU8s64L85Px1LxDqDVR771MEzh7biX6B28ZOtE
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=iPhone+App+compared+with+standard+blood+pressure+measurement+%E2%80%93The+iPARR+trial&rft.jtitle=The+American+heart+journal&rft.au=D%C3%B6rr%2C+Marcus&rft.au=Weber%2C+Stefan&rft.au=Birkemeyer%2C+Ralf&rft.au=Leonardi%2C+Licia&rft.date=2021-03-01&rft.pub=Elsevier+Inc&rft.issn=0002-8703&rft.eissn=1097-6744&rft.volume=233&rft.spage=102&rft.epage=108&rft_id=info:doi/10.1016%2Fj.ahj.2020.12.003&rft.externalDocID=S0002870320304026
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0002-8703&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0002-8703&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0002-8703&client=summon