Multi-modal and multi-scale clinical retinal imaging system with pupil and retinal tracking

We present a compact multi-modal and multi-scale retinal imaging instrument with an angiographic functional extension for clinical use. The system integrates scanning laser ophthalmoscopy (SLO), optical coherence tomography (OCT) and OCT angiography (OCTA) imaging modalities and provides multi-scale...

Full description

Saved in:
Bibliographic Details
Published inScientific reports Vol. 12; no. 1; pp. 9577 - 12
Main Authors Shirazi, Muhammad Faizan, Andilla, Jordi, Lefaudeux, Nicolas, Valdes, Claudia, Schwarzhans, Florian, Durand, Marine, Ntatsis, Konstantinos, De Jesus, Danilo Andrade, Sanchez Brea, Luisa, Gocho, Kiyoko, Gautier, Josselin, Eckmann-Hansen, Christina, Torm, Marie Elise Wistrup, Amini, Abdullah, Klein, Stefan, Van Walsum, Theo, Grieve, Kate, Paques, Michel, Larsen, Michael, Loza-Alvarez, Pablo, Levecq, Xavier, Chateau, Nicolas, Pircher, Michael
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 10.06.2022
Nature Publishing Group
Nature Portfolio
Subjects
Online AccessGet full text

Cover

Loading…
Abstract We present a compact multi-modal and multi-scale retinal imaging instrument with an angiographic functional extension for clinical use. The system integrates scanning laser ophthalmoscopy (SLO), optical coherence tomography (OCT) and OCT angiography (OCTA) imaging modalities and provides multi-scale fields of view. For high resolution, and high lateral resolution in particular, cellular imaging correction of aberrations by adaptive optics (AO) is employed. The entire instrument has a compact design and the scanning head is mounted on motorized translation stages that enable 3D self-alignment with respect to the subject’s eye by tracking the pupil position. Retinal tracking, based on the information provided by SLO, is incorporated in the instrument to compensate for retinal motion during OCT imaging. The imaging capabilities of the multi-modal and multi-scale instrument were tested by imaging healthy volunteers and patients.
AbstractList Abstract We present a compact multi-modal and multi-scale retinal imaging instrument with an angiographic functional extension for clinical use. The system integrates scanning laser ophthalmoscopy (SLO), optical coherence tomography (OCT) and OCT angiography (OCTA) imaging modalities and provides multi-scale fields of view. For high resolution, and high lateral resolution in particular, cellular imaging correction of aberrations by adaptive optics (AO) is employed. The entire instrument has a compact design and the scanning head is mounted on motorized translation stages that enable 3D self-alignment with respect to the subject’s eye by tracking the pupil position. Retinal tracking, based on the information provided by SLO, is incorporated in the instrument to compensate for retinal motion during OCT imaging. The imaging capabilities of the multi-modal and multi-scale instrument were tested by imaging healthy volunteers and patients.
We present a compact multi-modal and multi-scale retinal imaging instrument with an angiographic functional extension for clinical use. The system integrates scanning laser ophthalmoscopy (SLO), optical coherence tomography (OCT) and OCT angiography (OCTA) imaging modalities and provides multi-scale fields of view. For high resolution, and high lateral resolution in particular, cellular imaging correction of aberrations by adaptive optics (AO) is employed. The entire instrument has a compact design and the scanning head is mounted on motorized translation stages that enable 3D self-alignment with respect to the subject’s eye by tracking the pupil position. Retinal tracking, based on the information provided by SLO, is incorporated in the instrument to compensate for retinal motion during OCT imaging. The imaging capabilities of the multi-modal and multi-scale instrument were tested by imaging healthy volunteers and patients.
We present a compact multi-modal and multi-scale retinal imaging instrument with an angiographic functional extension for clinical use. The system integrates scanning laser ophthalmoscopy (SLO), optical coherence tomography (OCT) and OCT angiography (OCTA) imaging modalities and provides multi-scale fields of view. For high resolution, and high lateral resolution in particular, cellular imaging correction of aberrations by adaptive optics (AO) is employed. The entire instrument has a compact design and the scanning head is mounted on motorized translation stages that enable 3D self-alignment with respect to the subject's eye by tracking the pupil position. Retinal tracking, based on the information provided by SLO, is incorporated in the instrument to compensate for retinal motion during OCT imaging. The imaging capabilities of the multi-modal and multi-scale instrument were tested by imaging healthy volunteers and patients.We present a compact multi-modal and multi-scale retinal imaging instrument with an angiographic functional extension for clinical use. The system integrates scanning laser ophthalmoscopy (SLO), optical coherence tomography (OCT) and OCT angiography (OCTA) imaging modalities and provides multi-scale fields of view. For high resolution, and high lateral resolution in particular, cellular imaging correction of aberrations by adaptive optics (AO) is employed. The entire instrument has a compact design and the scanning head is mounted on motorized translation stages that enable 3D self-alignment with respect to the subject's eye by tracking the pupil position. Retinal tracking, based on the information provided by SLO, is incorporated in the instrument to compensate for retinal motion during OCT imaging. The imaging capabilities of the multi-modal and multi-scale instrument were tested by imaging healthy volunteers and patients.
ArticleNumber 9577
Author Andilla, Jordi
Larsen, Michael
Ntatsis, Konstantinos
Eckmann-Hansen, Christina
Grieve, Kate
Levecq, Xavier
Chateau, Nicolas
Durand, Marine
Gocho, Kiyoko
Klein, Stefan
De Jesus, Danilo Andrade
Sanchez Brea, Luisa
Amini, Abdullah
Paques, Michel
Gautier, Josselin
Lefaudeux, Nicolas
Loza-Alvarez, Pablo
Shirazi, Muhammad Faizan
Schwarzhans, Florian
Torm, Marie Elise Wistrup
Van Walsum, Theo
Pircher, Michael
Valdes, Claudia
Author_xml – sequence: 1
  givenname: Muhammad Faizan
  surname: Shirazi
  fullname: Shirazi, Muhammad Faizan
  organization: Center for Medical Physics and Biomedical Engineering, Medical University of Vienna, Department of Electronic Engineering, Faculty of Electrical and Computer Engineering, NEDUET
– sequence: 2
  givenname: Jordi
  surname: Andilla
  fullname: Andilla, Jordi
  organization: ICFO—Institut de Ciencies Fotoniques, The Barcelona Institute of Science and Technology
– sequence: 3
  givenname: Nicolas
  surname: Lefaudeux
  fullname: Lefaudeux, Nicolas
  organization: Imagine Eyes
– sequence: 4
  givenname: Claudia
  surname: Valdes
  fullname: Valdes, Claudia
  organization: ICFO—Institut de Ciencies Fotoniques, The Barcelona Institute of Science and Technology
– sequence: 5
  givenname: Florian
  surname: Schwarzhans
  fullname: Schwarzhans, Florian
  organization: Center for Medical Physics and Biomedical Engineering, Medical University of Vienna
– sequence: 6
  givenname: Marine
  surname: Durand
  fullname: Durand, Marine
  organization: Imagine Eyes
– sequence: 7
  givenname: Konstantinos
  surname: Ntatsis
  fullname: Ntatsis, Konstantinos
  organization: Biomedical Imaging Group Rotterdam, Department of Radiology and Nuclear Medicine, Erasmus MC
– sequence: 8
  givenname: Danilo Andrade
  surname: De Jesus
  fullname: De Jesus, Danilo Andrade
  organization: Biomedical Imaging Group Rotterdam, Department of Radiology and Nuclear Medicine, Erasmus MC
– sequence: 9
  givenname: Luisa
  surname: Sanchez Brea
  fullname: Sanchez Brea, Luisa
  organization: Biomedical Imaging Group Rotterdam, Department of Radiology and Nuclear Medicine, Erasmus MC
– sequence: 10
  givenname: Kiyoko
  surname: Gocho
  fullname: Gocho, Kiyoko
  organization: CHNO Des Quinze-Vingts, INSERM-DGOS CIC 1423, Sorbonne Université, INSERM, CNRS, Institut de La Vision
– sequence: 11
  givenname: Josselin
  surname: Gautier
  fullname: Gautier, Josselin
  organization: CHNO Des Quinze-Vingts, INSERM-DGOS CIC 1423, Sorbonne Université, INSERM, CNRS, Institut de La Vision
– sequence: 12
  givenname: Christina
  surname: Eckmann-Hansen
  fullname: Eckmann-Hansen, Christina
  organization: Rigshospitalet, Department of Ophthalmology, University of Copenhagen
– sequence: 13
  givenname: Marie Elise Wistrup
  surname: Torm
  fullname: Torm, Marie Elise Wistrup
  organization: Rigshospitalet, Department of Ophthalmology, University of Copenhagen
– sequence: 14
  givenname: Abdullah
  surname: Amini
  fullname: Amini, Abdullah
  organization: Rigshospitalet, Department of Ophthalmology, University of Copenhagen
– sequence: 15
  givenname: Stefan
  surname: Klein
  fullname: Klein, Stefan
  organization: Biomedical Imaging Group Rotterdam, Department of Radiology and Nuclear Medicine, Erasmus MC
– sequence: 16
  givenname: Theo
  surname: Van Walsum
  fullname: Van Walsum, Theo
  organization: Biomedical Imaging Group Rotterdam, Department of Radiology and Nuclear Medicine, Erasmus MC
– sequence: 17
  givenname: Kate
  surname: Grieve
  fullname: Grieve, Kate
  organization: CHNO Des Quinze-Vingts, INSERM-DGOS CIC 1423, Sorbonne Université, INSERM, CNRS, Institut de La Vision
– sequence: 18
  givenname: Michel
  surname: Paques
  fullname: Paques, Michel
  organization: CHNO Des Quinze-Vingts, INSERM-DGOS CIC 1423, Sorbonne Université, INSERM, CNRS, Institut de La Vision
– sequence: 19
  givenname: Michael
  surname: Larsen
  fullname: Larsen, Michael
  organization: Rigshospitalet, Department of Ophthalmology, University of Copenhagen
– sequence: 20
  givenname: Pablo
  surname: Loza-Alvarez
  fullname: Loza-Alvarez, Pablo
  organization: ICFO—Institut de Ciencies Fotoniques, The Barcelona Institute of Science and Technology
– sequence: 21
  givenname: Xavier
  surname: Levecq
  fullname: Levecq, Xavier
  organization: Imagine Eyes
– sequence: 22
  givenname: Nicolas
  surname: Chateau
  fullname: Chateau, Nicolas
  organization: Imagine Eyes
– sequence: 23
  givenname: Michael
  surname: Pircher
  fullname: Pircher, Michael
  email: michael.pircher@meduniwien.ac.at
  organization: Center for Medical Physics and Biomedical Engineering, Medical University of Vienna
BackLink https://www.ncbi.nlm.nih.gov/pubmed/35688890$$D View this record in MEDLINE/PubMed
https://inserm.hal.science/inserm-03726478$$DView record in HAL
BookMark eNp9ksFu1DAQhi1URMvSF-CAInHpgYA9dmL7glRVQCst4gInDpbjeLNeEnuxk6K-Pd5NF9o91IrsifP9f2bseYlOfPAWodcEvyeYig-JkUqKEgOUhNaUlOQZOgPMqhIowMmD-BSdp7TBeVQgGZEv0CmtaiGExGfo59epH105hFb3hfZtMezfk9G9LUzvvMtREe3ofF7doDvnuyLdpdEOxR83rovttHWz9ECNUZtfGXuFnq90n-z5_bpAPz5_-n51XS6_fbm5ulyWpuJ8LAlAwyi1rNaVMWBA6kbaetUIpnWOTX5AGGZYy4FR2bbNilUNyWosrdR0gW5m3zbojdrGnGW8U0E7td8IsVM6js70VhHQ9coAyCxllEspBAcB1AKnTOdpgT7OXtupGWxrrM_V9I9MH3_xbq26cKskEZyTOhu8mw3WR7Lry6VyPtk4KEw51IyLW5Lxi_v_xfB7smlUg0vG9r32NkxJQc2rGhPCcEbfHqGbMMV84DOFhSC1zNSbhwX8S-Fw5RkQM2BiSCnalTJu1KMLu3pcrwhWuwZTc4Op3GBq32BqlywcSQ_uT4roLEoZ9p2N_9N-QvUXAr_hyw
CitedBy_id crossref_primary_10_1016_j_optlaseng_2023_107964
crossref_primary_10_1364_BOE_485371
crossref_primary_10_1364_BOE_533249
crossref_primary_10_1137_22M1543240
crossref_primary_10_1038_s41598_024_65534_y
crossref_primary_10_1364_BOE_472274
crossref_primary_10_1016_j_xops_2024_100675
crossref_primary_10_1038_s41598_022_24350_y
crossref_primary_10_1038_s41467_024_54687_z
crossref_primary_10_1080_02713683_2023_2296362
crossref_primary_10_1002_jbio_202400198
crossref_primary_10_1038_s41598_024_63749_7
Cites_doi 10.1038/s41467-020-15317-6
10.1016/j.preteyeres.2015.10.002
10.1364/BOE.2.000748
10.2147/OPTH.S64458
10.1186/s40942-015-0005-8
10.1167/iovs.16-19103
10.1364/JOSAA.29.002598
10.1073/pnas.1711734114
10.1364/JOSAA.24.001327
10.1364/OE.10.000405
10.1364/OE.14.007821
10.1167/iovs.15-19043
10.1167/iovs.10-5946
10.1364/BOE.3.002950
10.1364/AO.26.001492
10.1126/science.1957169
10.1364/AO.56.006748
10.1364/OE.17.019382
10.1364/BOE.3.000225
10.1364/OE.18.011607
10.1167/iovs.07-0838
10.1016/j.survophthal.2021.05.012
10.1364/Oe.20.004710
10.1016/j.preteyeres.2017.11.003
10.1167/iovs.14-14907
10.1167/iovs.16-19106
10.1364/Boe.9.001871
10.1038/srep27620
10.1364/OE.14.003354
10.1364/BOE.393906
10.1111/aos.12048
10.1109/TIP.2003.819861
10.1364/BOE.2.001864
10.1364/JOSAA.24.001313
10.1364/BOE.413438
10.1364/BOE.5.002262
10.1364/OE.14.004380
10.1364/BOE.7.001783
10.1364/Oe.409076
10.1016/j.ophtha.2017.09.016
10.1371/journal.pone.0177059
10.1109/tmi.2009.2035616
10.1364/BOE.5.000439
10.1364/BOE.8.002536
10.1364/BOE.8.004811
10.1364/BOE.8.000207
10.1167/iovs.18-25702
ContentType Journal Article
Copyright The Author(s) 2022
2022. The Author(s).
The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Distributed under a Creative Commons Attribution 4.0 International License
Copyright_xml – notice: The Author(s) 2022
– notice: 2022. The Author(s).
– notice: The Author(s) 2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
– notice: Distributed under a Creative Commons Attribution 4.0 International License
DBID C6C
AAYXX
CITATION
CGR
CUY
CVF
ECM
EIF
NPM
3V.
7X7
7XB
88A
88E
88I
8FE
8FH
8FI
8FJ
8FK
ABUWG
AEUYN
AFKRA
AZQEC
BBNVY
BENPR
BHPHI
CCPQU
DWQXO
FYUFA
GHDGH
GNUQQ
HCIFZ
K9.
LK8
M0S
M1P
M2P
M7P
PHGZM
PHGZT
PIMPY
PJZUB
PKEHL
PPXIY
PQEST
PQGLB
PQQKQ
PQUKI
Q9U
7X8
1XC
VOOES
5PM
DOA
DOI 10.1038/s41598-022-13631-1
DatabaseName SpringerOpen Free (Free internet resource, activated by CARLI)
CrossRef
Medline
MEDLINE
MEDLINE (Ovid)
MEDLINE
MEDLINE
PubMed
ProQuest Central (Corporate)
Health & Medical Collection
ProQuest Central (purchase pre-March 2016)
Biology Database (Alumni Edition)
Medical Database (Alumni Edition)
Science Database (Alumni Edition)
ProQuest SciTech Collection
ProQuest Natural Science Collection
Hospital Premium Collection
Hospital Premium Collection (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central (Alumni)
ProQuest One Sustainability
ProQuest Central UK/Ireland
ProQuest Central Essentials
Biological Science Collection
ProQuest Central
Natural Science Collection
ProQuest One Community College
ProQuest Central
Health Research Premium Collection
Health Research Premium Collection (Alumni)
ProQuest Central Student
SciTech Premium Collection
ProQuest Health & Medical Complete (Alumni)
Biological Sciences
ProQuest Health & Medical Collection
Medical Database
Science Database
Biological Science Database
ProQuest Central Premium
ProQuest One Academic (New)
Publicly Available Content Database
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 Applied & Life Sciences
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central Basic
MEDLINE - Academic
Hyper Article en Ligne (HAL)
Hyper Article en Ligne (HAL) (Open Access)
PubMed Central (Full Participant titles)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
MEDLINE
Medline Complete
MEDLINE with Full Text
PubMed
MEDLINE (Ovid)
Publicly Available Content Database
ProQuest Central Student
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest Health & Medical Complete (Alumni)
ProQuest Central (Alumni Edition)
SciTech Premium Collection
ProQuest One Community College
ProQuest One Health & Nursing
ProQuest Natural Science Collection
ProQuest Biology Journals (Alumni Edition)
ProQuest Central
ProQuest One Applied & Life Sciences
ProQuest One Sustainability
ProQuest Health & Medical Research Collection
Health Research Premium Collection
Health and Medicine Complete (Alumni Edition)
Natural Science Collection
ProQuest Central Korea
Health & Medical Research Collection
Biological Science Collection
ProQuest Central (New)
ProQuest Medical Library (Alumni)
ProQuest Science Journals (Alumni Edition)
ProQuest Biological Science Collection
ProQuest Central Basic
ProQuest Science Journals
ProQuest One Academic Eastern Edition
ProQuest Hospital Collection
Health Research Premium Collection (Alumni)
Biological Science Database
ProQuest SciTech Collection
ProQuest Hospital Collection (Alumni)
ProQuest Health & Medical Complete
ProQuest Medical Library
ProQuest One Academic UKI Edition
ProQuest One Academic
ProQuest One Academic (New)
ProQuest Central (Alumni)
MEDLINE - Academic
DatabaseTitleList

CrossRef
MEDLINE - Academic


Publicly Available Content Database
MEDLINE
Database_xml – sequence: 1
  dbid: C6C
  name: Springer Nature OA Free Journals
  url: http://www.springeropen.com/
  sourceTypes: Publisher
– sequence: 2
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 3
  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: 4
  dbid: EIF
  name: MEDLINE
  url: https://proxy.k.utb.cz/login?url=https://www.webofscience.com/wos/medline/basic-search
  sourceTypes: Index Database
– sequence: 5
  dbid: BENPR
  name: ProQuest Central
  url: https://www.proquest.com/central
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Biology
Engineering
EISSN 2045-2322
EndPage 12
ExternalDocumentID oai_doaj_org_article_12a6fc229709437998872823e2734a27
PMC9187716
oai_HAL_inserm_03726478v1
35688890
10_1038_s41598_022_13631_1
Genre Journal Article
GrantInformation_xml – fundername: H2020 Marie Skłodowska-Curie Actions
  grantid: 754510; 754510; 754510
  funderid: http://dx.doi.org/10.13039/100010665
– fundername: Laserlab-Europe
  grantid: 871124; 871124; 871124
  funderid: http://dx.doi.org/10.13039/100015668
– fundername: Horizon 2020
  grantid: 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN)
  funderid: http://dx.doi.org/10.13039/501100007601
– fundername: Fundació Privada Cellex (ID 100010434)
  grantid: HR18-00313; HR18-00313; HR18-00313
– fundername: Spanish Ministry of Economy and Competitiveness
  grantid: CEX2019-000910-S; CEX2019-000910-S; CEX2019-000910-S
– fundername: Spanish Ministry of Economy and Competitiveness
  grantid: CEX2019-000910-S
– fundername: H2020 Marie Skłodowska-Curie Actions
  grantid: 754510
– fundername: Laserlab-Europe
  grantid: 871124
– fundername: Horizon 2020
  grantid: 780989 (MERLIN)
– fundername: Fundació Privada Cellex (ID 100010434)
  grantid: HR18-00313
– fundername: ;
  grantid: CEX2019-000910-S; CEX2019-000910-S; CEX2019-000910-S
– fundername: ;
  grantid: 754510; 754510; 754510
– fundername: ;
  grantid: 871124; 871124; 871124
– fundername: ;
  grantid: 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN); 780989 (MERLIN)
– fundername: ;
  grantid: HR18-00313; HR18-00313; HR18-00313
GroupedDBID 0R~
3V.
4.4
53G
5VS
7X7
88A
88E
88I
8FE
8FH
8FI
8FJ
AAFWJ
AAJSJ
AAKDD
ABDBF
ABUWG
ACGFS
ACSMW
ACUHS
ADBBV
ADRAZ
AENEX
AEUYN
AFKRA
AJTQC
ALIPV
ALMA_UNASSIGNED_HOLDINGS
AOIJS
AZQEC
BAWUL
BBNVY
BCNDV
BENPR
BHPHI
BPHCQ
BVXVI
C6C
CCPQU
DIK
DWQXO
EBD
EBLON
EBS
ESX
FYUFA
GNUQQ
GROUPED_DOAJ
GX1
HCIFZ
HH5
HMCUK
HYE
KQ8
LK8
M0L
M1P
M2P
M48
M7P
M~E
NAO
OK1
PIMPY
PQQKQ
PROAC
PSQYO
RNT
RNTTT
RPM
SNYQT
UKHRP
AASML
AAYXX
AFPKN
CITATION
PHGZM
PHGZT
CGR
CUY
CVF
ECM
EIF
NPM
7XB
8FK
AARCD
K9.
PJZUB
PKEHL
PPXIY
PQEST
PQGLB
PQUKI
Q9U
7X8
1XC
EJD
IPNFZ
RIG
VOOES
5PM
PUEGO
ID FETCH-LOGICAL-c577t-122b433e46a5cc2c29ab9e6fb84aa9abcabc28c4c4d72439ddbf45b1c5709e9a3
IEDL.DBID M48
ISSN 2045-2322
IngestDate Wed Aug 27 01:27:41 EDT 2025
Thu Aug 21 18:45:48 EDT 2025
Fri May 09 12:11:57 EDT 2025
Fri Jul 11 09:36:02 EDT 2025
Wed Aug 13 10:54:08 EDT 2025
Wed Feb 19 02:25:11 EST 2025
Thu Apr 24 22:55:34 EDT 2025
Tue Jul 01 04:16:36 EDT 2025
Fri Feb 21 02:40:23 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Language English
License 2022. The Author(s).
Distributed under a Creative Commons Attribution 4.0 International License: http://creativecommons.org/licenses/by/4.0
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c577t-122b433e46a5cc2c29ab9e6fb84aa9abcabc28c4c4d72439ddbf45b1c5709e9a3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
content type line 23
PMCID: PMC9187716
ORCID 0000-0002-9102-9196
0000-0002-2937-6285
0000-0001-5876-4001
OpenAccessLink http://journals.scholarsportal.info/openUrl.xqy?doi=10.1038/s41598-022-13631-1
PMID 35688890
PQID 2675088169
PQPubID 2041939
PageCount 12
ParticipantIDs doaj_primary_oai_doaj_org_article_12a6fc229709437998872823e2734a27
pubmedcentral_primary_oai_pubmedcentral_nih_gov_9187716
hal_primary_oai_HAL_inserm_03726478v1
proquest_miscellaneous_2675601140
proquest_journals_2675088169
pubmed_primary_35688890
crossref_citationtrail_10_1038_s41598_022_13631_1
crossref_primary_10_1038_s41598_022_13631_1
springer_journals_10_1038_s41598_022_13631_1
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2022-06-10
PublicationDateYYYYMMDD 2022-06-10
PublicationDate_xml – month: 06
  year: 2022
  text: 2022-06-10
  day: 10
PublicationDecade 2020
PublicationPlace London
PublicationPlace_xml – name: London
– name: England
PublicationTitle Scientific reports
PublicationTitleAbbrev Sci Rep
PublicationTitleAlternate Sci Rep
PublicationYear 2022
Publisher Nature Publishing Group UK
Nature Publishing Group
Nature Portfolio
Publisher_xml – name: Nature Publishing Group UK
– name: Nature Publishing Group
– name: Nature Portfolio
References Huang (CR2) 1991; 254
Hammer (CR30) 2006; 14
Pircher, Zawadzki (CR9) 2017; 8
Kocaoglu (CR32) 2014; 5
Liu, Kocaoglu, Miller (CR20) 2016; 57
Makita, Hong, Yamanari, Yatagai, Yasuno (CR3) 2006; 14
de Carlo, Romano, Waheed, Duker (CR4) 2015; 1
Lujan, Roorda, Knighton, Carroll (CR35) 2011; 52
Bower (CR28) 2021; 12
Spaide, Fujimoto, Waheed, Sadda, Staurenghi (CR45) 2018; 64
Webb, Hughes, Delori (CR1) 1987; 26
Ferrara, Waheed, Duker (CR6) 2016; 52
Roorda (CR11) 2002; 10
Dubra (CR15) 2011; 2
Salas (CR27) 2016; 7
Srinivasan (CR38) 2008; 49
Kocaoglu (CR14) 2011; 2
Salas (CR41) 2017; 8
Hammer (CR25) 2012; 29
Willerslev, Li, Cordtz, Munch, Larsen (CR39) 2014; 92
McGregor (CR22) 2020; 11
Salas (CR29) 2018; 9
Sahin, Lamory, Levecq, Harms, Dainty (CR33) 2012; 3
Bigelow (CR23) 2007; 24
Merino, Loza-Alvarez (CR8) 2016; 10
Torti (CR18) 2009; 17
Zhang (CR12) 2006; 14
Jonnal (CR36) 2014; 55
Jian (CR26) 2016; 6
Jia (CR44) 2012; 20
Vienola (CR31) 2012; 3
Mujat (CR24) 2010; 18
Shirazi (CR17) 2020; 11
Felberer (CR19) 2014; 5
Gao (CR5) 2016; 57
Jonnal (CR7) 2016; 57
Laslandes, Salas, Hitzenberger, Pircher (CR16) 2017; 8
Reumueller (CR42) 2019; 60
Munk (CR40) 2017
Zhou, Bovik, Sheikh, Simoncelli (CR47) 2004; 13
Burns, Tumbar, Elsner, Ferguson, Hammer (CR13) 2007; 24
de Castro, Sawides, Qi, Burns (CR34) 2017; 56
Klein, Staring, Murphy, Viergever, Pluim (CR46) 2010; 29
Reumueller (CR43) 2020; 28
Bakker (CR10) 2021
Liu, Kurokawa, Zhang, Lee, Miller (CR21) 2017; 114
Cuenca, Ortuño-Lizarán, Pinilla (CR37) 2018; 125
Y Jian (13631_CR26) 2016; 6
DX Hammer (13631_CR30) 2006; 14
RH Webb (13631_CR1) 1987; 26
RS Jonnal (13631_CR36) 2014; 55
MF Shirazi (13631_CR17) 2020; 11
Z Liu (13631_CR21) 2017; 114
KV Vienola (13631_CR31) 2012; 3
D Huang (13631_CR2) 1991; 254
F Felberer (13631_CR19) 2014; 5
S Makita (13631_CR3) 2006; 14
M Laslandes (13631_CR16) 2017; 8
OP Kocaoglu (13631_CR14) 2011; 2
JE McGregor (13631_CR22) 2020; 11
A Reumueller (13631_CR43) 2020; 28
SA Burns (13631_CR13) 2007; 24
B Sahin (13631_CR33) 2012; 3
A Willerslev (13631_CR39) 2014; 92
A Reumueller (13631_CR42) 2019; 60
M Salas (13631_CR29) 2018; 9
MR Munk (13631_CR40) 2017
W Zhou (13631_CR47) 2004; 13
RS Jonnal (13631_CR7) 2016; 57
S Klein (13631_CR46) 2010; 29
M Mujat (13631_CR24) 2010; 18
DX Hammer (13631_CR25) 2012; 29
OP Kocaoglu (13631_CR32) 2014; 5
D Ferrara (13631_CR6) 2016; 52
N Cuenca (13631_CR37) 2018; 125
SS Gao (13631_CR5) 2016; 57
TE de Carlo (13631_CR4) 2015; 1
M Pircher (13631_CR9) 2017; 8
A Roorda (13631_CR11) 2002; 10
M Salas (13631_CR27) 2016; 7
A de Castro (13631_CR34) 2017; 56
AJ Bower (13631_CR28) 2021; 12
Y Zhang (13631_CR12) 2006; 14
D Merino (13631_CR8) 2016; 10
YL Jia (13631_CR44) 2012; 20
C Torti (13631_CR18) 2009; 17
M Salas (13631_CR41) 2017; 8
BJ Lujan (13631_CR35) 2011; 52
A Dubra (13631_CR15) 2011; 2
Z Liu (13631_CR20) 2016; 57
CE Bigelow (13631_CR23) 2007; 24
RF Spaide (13631_CR45) 2018; 64
E Bakker (13631_CR10) 2021
VJ Srinivasan (13631_CR38) 2008; 49
References_xml – volume: 11
  start-page: 1703
  year: 2020
  ident: CR22
  article-title: Optogenetic restoration of retinal ganglion cell activity in the living primate
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-020-15317-6
– volume: 52
  start-page: 130
  year: 2016
  end-page: 155
  ident: CR6
  article-title: Investigating the choriocapillaris and choroidal vasculature with new optical coherence tomography technologies
  publication-title: Prog. Retin. Eye Res.
  doi: 10.1016/j.preteyeres.2015.10.002
– volume: 2
  start-page: 748
  year: 2011
  end-page: 763
  ident: CR14
  article-title: Imaging cone photoreceptors in three dimensions and in time using ultrahigh resolution optical coherence tomography with adaptive optics
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.2.000748
– volume: 10
  start-page: 743
  year: 2016
  end-page: 755
  ident: CR8
  article-title: Adaptive optics scanning laser ophthalmoscope imaging: Technology update
  publication-title: Clin. Ophthalmol.
  doi: 10.2147/OPTH.S64458
– volume: 1
  start-page: 5
  year: 2015
  ident: CR4
  article-title: A review of optical coherence tomography angiography (OCTA)
  publication-title: Int. J. Retina Vitreous
  doi: 10.1186/s40942-015-0005-8
– volume: 57
  start-page: 51
  year: 2016
  end-page: 68
  ident: CR7
  article-title: A review of adaptive optics optical coherence tomography: Technical advances, scientific applications, and the future
  publication-title: Invest. Ophthalmol. Vis. Sci.
  doi: 10.1167/iovs.16-19103
– volume: 29
  start-page: 2598
  year: 2012
  end-page: 2607
  ident: CR25
  article-title: Multimodal adaptive optics retinal imager: Design and performance
  publication-title: J. Opt. Soc. Am. A
  doi: 10.1364/JOSAA.29.002598
– volume: 114
  start-page: 12803
  year: 2017
  ident: CR21
  article-title: Imaging and quantifying ganglion cells and other transparent neurons in the living human retina
  publication-title: Proc. Natl. Acad. Sci.
  doi: 10.1073/pnas.1711734114
– volume: 24
  start-page: 1327
  year: 2007
  end-page: 1336
  ident: CR23
  article-title: Compact multimodal adaptive-optics spectral-domain optical coherence tomography instrument for retinal imaging
  publication-title: J. Opt. Soc. Am. A
  doi: 10.1364/JOSAA.24.001327
– volume: 10
  start-page: 405
  year: 2002
  end-page: 412
  ident: CR11
  article-title: Adaptive optics scanning laser ophthalmoscopy
  publication-title: Opt. Express
  doi: 10.1364/OE.10.000405
– volume: 14
  start-page: 7821
  year: 2006
  end-page: 7840
  ident: CR3
  article-title: Optical coherence angiography
  publication-title: Opt. Express
  doi: 10.1364/OE.14.007821
– volume: 57
  start-page: 27
  year: 2016
  end-page: 36
  ident: CR5
  article-title: Optical coherence tomography angiography
  publication-title: Investig. Ophthalmol. Vis. Sci.
  doi: 10.1167/iovs.15-19043
– volume: 52
  start-page: 1486
  year: 2011
  end-page: 1492
  ident: CR35
  article-title: Revealing Henle's fiber layer using spectral domain optical coherence tomography
  publication-title: Invest. Ophthalmol. Vis. Sci.
  doi: 10.1167/iovs.10-5946
– volume: 3
  start-page: 2950
  year: 2012
  end-page: 2963
  ident: CR31
  article-title: Real-time eye motion compensation for OCT imaging with tracking SLO
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.3.002950
– volume: 26
  start-page: 1492
  year: 1987
  end-page: 1499
  ident: CR1
  article-title: Confocal scanning laser ophthalmoscope
  publication-title: Appl. Opt.
  doi: 10.1364/AO.26.001492
– volume: 254
  start-page: 1178
  year: 1991
  ident: CR2
  article-title: Optical coherence tomography
  publication-title: Science
  doi: 10.1126/science.1957169
– volume: 56
  start-page: 6748
  year: 2017
  end-page: 6754
  ident: CR34
  article-title: Adaptive optics retinal imaging with automatic detection of the pupil and its boundary in real time using Shack–Hartmann images
  publication-title: Appl. Opt.
  doi: 10.1364/AO.56.006748
– volume: 17
  start-page: 19382
  year: 2009
  end-page: 19400
  ident: CR18
  article-title: Adaptive optics optical coherence tomography at 120,000 depth scans/s for non-invasive cellular phenotyping of the living human retina
  publication-title: Opt. Express
  doi: 10.1364/OE.17.019382
– volume: 3
  start-page: 225
  year: 2012
  end-page: 239
  ident: CR33
  article-title: Adaptive optics with pupil tracking for high resolution retinal imaging
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.3.000225
– volume: 18
  start-page: 11607
  year: 2010
  end-page: 11621
  ident: CR24
  article-title: High resolution multimodal clinical ophthalmic imaging system
  publication-title: Opt. Express
  doi: 10.1364/OE.18.011607
– volume: 49
  start-page: 1571
  year: 2008
  end-page: 1579
  ident: CR38
  article-title: Characterization of outer retinal morphology with high-speed, ultrahigh-resolution optical coherence tomography
  publication-title: Invest. Ophthalmol. Vis. Sci.
  doi: 10.1167/iovs.07-0838
– year: 2021
  ident: CR10
  article-title: Adaptive optics ophthalmoscopy: A systematic review of vascular biomarkers
  publication-title: Surv. Ophthalmol.
  doi: 10.1016/j.survophthal.2021.05.012
– volume: 20
  start-page: 4710
  year: 2012
  end-page: 4725
  ident: CR44
  article-title: Split-spectrum amplitude-decorrelation angiography with optical coherence tomography
  publication-title: Opt. Express
  doi: 10.1364/Oe.20.004710
– volume: 64
  start-page: 1
  year: 2018
  end-page: 55
  ident: CR45
  article-title: Optical coherence tomography angiography
  publication-title: Prog. Retin. Eye Res.
  doi: 10.1016/j.preteyeres.2017.11.003
– volume: 55
  start-page: 7904
  year: 2014
  end-page: 7918
  ident: CR36
  article-title: The cellular origins of the outer retinal bands in optical coherence tomography images
  publication-title: Invest. Ophthalmol. Vis. Sci.
  doi: 10.1167/iovs.14-14907
– volume: 57
  start-page: 533
  year: 2016
  end-page: 543
  ident: CR20
  article-title: 3D imaging of retinal pigment epithelial cells in the living human retina
  publication-title: Investig. Ophthalmol. Vis. Sci.
  doi: 10.1167/iovs.16-19106
– volume: 9
  start-page: 1871
  year: 2018
  end-page: 1892
  ident: CR29
  article-title: Compact akinetic swept source optical coherence tomography angiography at 1060 nm supporting a wide field of view and adaptive optics imaging modes of the posterior eye
  publication-title: Biomed. Opt. Express
  doi: 10.1364/Boe.9.001871
– volume: 6
  start-page: 27620
  year: 2016
  ident: CR26
  article-title: Lens-based wavefront sensorless adaptive optics swept source OCT
  publication-title: Sci. Rep.
  doi: 10.1038/srep27620
– volume: 14
  start-page: 3354
  year: 2006
  end-page: 3367
  ident: CR30
  article-title: Adaptive optics scanning laser ophthalmoscope for stabilized retinal imaging
  publication-title: Opt. Express
  doi: 10.1364/OE.14.003354
– volume: 11
  start-page: 4520
  year: 2020
  end-page: 4535
  ident: CR17
  article-title: Visualizing human photoreceptor and retinal pigment epithelium cell mosaics in a single volume scan over an extended field of view with adaptive optics optical coherence tomography
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.393906
– volume: 92
  start-page: 126
  year: 2014
  end-page: 132
  ident: CR39
  article-title: Retinal and choroidal intravascular spectral-domain optical coherence tomography
  publication-title: Acta Ophthalmol.
  doi: 10.1111/aos.12048
– volume: 13
  start-page: 600
  year: 2004
  end-page: 612
  ident: CR47
  article-title: Image quality assessment: From error visibility to structural similarity
  publication-title: IEEE Trans. Image Process.
  doi: 10.1109/TIP.2003.819861
– volume: 2
  start-page: 1864
  year: 2011
  end-page: 1876
  ident: CR15
  article-title: Noninvasive imaging of the human rod photoreceptor mosaic using a confocal adaptive optics scanning ophthalmoscope
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.2.001864
– volume: 24
  start-page: 1313
  year: 2007
  end-page: 1326
  ident: CR13
  article-title: Large-field-of-view, modular, stabilized, adaptive-optics-based scanning laser ophthalmoscope
  publication-title: J. Opt. Soc. Am. A
  doi: 10.1364/JOSAA.24.001313
– volume: 12
  start-page: 1449
  year: 2021
  end-page: 1466
  ident: CR28
  article-title: Integrating adaptive optics-SLO and OCT for multimodal visualization of the human retinal pigment epithelial mosaic
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.413438
– volume: 5
  start-page: 2262
  year: 2014
  end-page: 2284
  ident: CR32
  article-title: Adaptive optics optical coherence tomography with dynamic retinal tracking
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.5.002262
– volume: 14
  start-page: 4380
  year: 2006
  end-page: 4394
  ident: CR12
  article-title: High-speed volumetric imaging of cone photoreceptors with adaptive optics spectral-domain optical coherence tomography
  publication-title: Opt. Express
  doi: 10.1364/OE.14.004380
– volume: 7
  start-page: 1783
  year: 2016
  end-page: 1796
  ident: CR27
  article-title: Multi-modal adaptive optics system including fundus photography and optical coherence tomography for the clinical setting
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.7.001783
– volume: 28
  start-page: 36723
  year: 2020
  end-page: 36739
  ident: CR43
  article-title: Three-dimensional assessment of para- and perifoveal photoreceptor densities and the impact of meridians and age in healthy eyes with adaptive-optics optical coherence tomography (AO-OCT)
  publication-title: Opt. Express
  doi: 10.1364/Oe.409076
– volume: 125
  start-page: 407
  year: 2018
  end-page: 422
  ident: CR37
  article-title: Cellular characterization of OCT and outer retinal bands using specific immunohistochemistry markers and clinical implications
  publication-title: Ophthalmology
  doi: 10.1016/j.ophtha.2017.09.016
– year: 2017
  ident: CR40
  article-title: OCT-angiography: A qualitative and quantitative comparison of 4 OCT-A devices
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0177059
– volume: 29
  start-page: 196
  year: 2010
  end-page: 205
  ident: CR46
  article-title: elastix: A toolbox for intensity-based medical image registration
  publication-title: IEEE Trans Med Imaging
  doi: 10.1109/tmi.2009.2035616
– volume: 5
  start-page: 439
  year: 2014
  end-page: 456
  ident: CR19
  article-title: Adaptive optics SLO/OCT for 3D imaging of human photoreceptors in vivo
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.5.000439
– volume: 8
  start-page: 2536
  year: 2017
  end-page: 2562
  ident: CR9
  article-title: Review of adaptive optics OCT (AO-OCT): Principles and applications for retinal imaging [Invited]
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.8.002536
– volume: 8
  start-page: 4811
  year: 2017
  end-page: 4826
  ident: CR16
  article-title: Increasing the field of view of adaptive optics scanning laser ophthalmoscopy
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.8.004811
– volume: 8
  start-page: 207
  year: 2017
  end-page: 222
  ident: CR41
  article-title: Visualization of micro-capillaries using optical coherence tomography angiography with and without adaptive optics
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.8.000207
– volume: 60
  start-page: 1144
  year: 2019
  end-page: 1155
  ident: CR42
  article-title: Three-dimensional adaptive optics-assisted visualization of photoreceptors in healthy and pathologically aged eyes
  publication-title: Invest. Ophthalmol. Vis. Sci.
  doi: 10.1167/iovs.18-25702
– volume: 52
  start-page: 1486
  year: 2011
  ident: 13631_CR35
  publication-title: Invest. Ophthalmol. Vis. Sci.
  doi: 10.1167/iovs.10-5946
– volume: 57
  start-page: 533
  year: 2016
  ident: 13631_CR20
  publication-title: Investig. Ophthalmol. Vis. Sci.
  doi: 10.1167/iovs.16-19106
– volume: 20
  start-page: 4710
  year: 2012
  ident: 13631_CR44
  publication-title: Opt. Express
  doi: 10.1364/Oe.20.004710
– volume: 92
  start-page: 126
  year: 2014
  ident: 13631_CR39
  publication-title: Acta Ophthalmol.
  doi: 10.1111/aos.12048
– volume: 56
  start-page: 6748
  year: 2017
  ident: 13631_CR34
  publication-title: Appl. Opt.
  doi: 10.1364/AO.56.006748
– volume: 18
  start-page: 11607
  year: 2010
  ident: 13631_CR24
  publication-title: Opt. Express
  doi: 10.1364/OE.18.011607
– volume: 57
  start-page: 27
  year: 2016
  ident: 13631_CR5
  publication-title: Investig. Ophthalmol. Vis. Sci.
  doi: 10.1167/iovs.15-19043
– volume: 52
  start-page: 130
  year: 2016
  ident: 13631_CR6
  publication-title: Prog. Retin. Eye Res.
  doi: 10.1016/j.preteyeres.2015.10.002
– volume: 8
  start-page: 2536
  year: 2017
  ident: 13631_CR9
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.8.002536
– volume: 5
  start-page: 2262
  year: 2014
  ident: 13631_CR32
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.5.002262
– volume: 3
  start-page: 225
  year: 2012
  ident: 13631_CR33
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.3.000225
– volume: 29
  start-page: 196
  year: 2010
  ident: 13631_CR46
  publication-title: IEEE Trans Med Imaging
  doi: 10.1109/tmi.2009.2035616
– volume: 57
  start-page: 51
  year: 2016
  ident: 13631_CR7
  publication-title: Invest. Ophthalmol. Vis. Sci.
  doi: 10.1167/iovs.16-19103
– volume: 2
  start-page: 1864
  year: 2011
  ident: 13631_CR15
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.2.001864
– volume: 11
  start-page: 4520
  year: 2020
  ident: 13631_CR17
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.393906
– volume: 12
  start-page: 1449
  year: 2021
  ident: 13631_CR28
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.413438
– volume: 60
  start-page: 1144
  year: 2019
  ident: 13631_CR42
  publication-title: Invest. Ophthalmol. Vis. Sci.
  doi: 10.1167/iovs.18-25702
– volume: 14
  start-page: 4380
  year: 2006
  ident: 13631_CR12
  publication-title: Opt. Express
  doi: 10.1364/OE.14.004380
– volume: 28
  start-page: 36723
  year: 2020
  ident: 13631_CR43
  publication-title: Opt. Express
  doi: 10.1364/Oe.409076
– volume: 254
  start-page: 1178
  year: 1991
  ident: 13631_CR2
  publication-title: Science
  doi: 10.1126/science.1957169
– volume: 9
  start-page: 1871
  year: 2018
  ident: 13631_CR29
  publication-title: Biomed. Opt. Express
  doi: 10.1364/Boe.9.001871
– volume: 14
  start-page: 7821
  year: 2006
  ident: 13631_CR3
  publication-title: Opt. Express
  doi: 10.1364/OE.14.007821
– volume: 29
  start-page: 2598
  year: 2012
  ident: 13631_CR25
  publication-title: J. Opt. Soc. Am. A
  doi: 10.1364/JOSAA.29.002598
– volume: 13
  start-page: 600
  year: 2004
  ident: 13631_CR47
  publication-title: IEEE Trans. Image Process.
  doi: 10.1109/TIP.2003.819861
– volume: 7
  start-page: 1783
  year: 2016
  ident: 13631_CR27
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.7.001783
– volume: 114
  start-page: 12803
  year: 2017
  ident: 13631_CR21
  publication-title: Proc. Natl. Acad. Sci.
  doi: 10.1073/pnas.1711734114
– volume: 11
  start-page: 1703
  year: 2020
  ident: 13631_CR22
  publication-title: Nat. Commun.
  doi: 10.1038/s41467-020-15317-6
– volume: 24
  start-page: 1327
  year: 2007
  ident: 13631_CR23
  publication-title: J. Opt. Soc. Am. A
  doi: 10.1364/JOSAA.24.001327
– volume: 55
  start-page: 7904
  year: 2014
  ident: 13631_CR36
  publication-title: Invest. Ophthalmol. Vis. Sci.
  doi: 10.1167/iovs.14-14907
– volume: 10
  start-page: 405
  year: 2002
  ident: 13631_CR11
  publication-title: Opt. Express
  doi: 10.1364/OE.10.000405
– volume: 24
  start-page: 1313
  year: 2007
  ident: 13631_CR13
  publication-title: J. Opt. Soc. Am. A
  doi: 10.1364/JOSAA.24.001313
– volume: 125
  start-page: 407
  year: 2018
  ident: 13631_CR37
  publication-title: Ophthalmology
  doi: 10.1016/j.ophtha.2017.09.016
– volume: 10
  start-page: 743
  year: 2016
  ident: 13631_CR8
  publication-title: Clin. Ophthalmol.
  doi: 10.2147/OPTH.S64458
– volume: 14
  start-page: 3354
  year: 2006
  ident: 13631_CR30
  publication-title: Opt. Express
  doi: 10.1364/OE.14.003354
– volume: 3
  start-page: 2950
  year: 2012
  ident: 13631_CR31
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.3.002950
– volume: 49
  start-page: 1571
  year: 2008
  ident: 13631_CR38
  publication-title: Invest. Ophthalmol. Vis. Sci.
  doi: 10.1167/iovs.07-0838
– volume: 26
  start-page: 1492
  year: 1987
  ident: 13631_CR1
  publication-title: Appl. Opt.
  doi: 10.1364/AO.26.001492
– year: 2021
  ident: 13631_CR10
  publication-title: Surv. Ophthalmol.
  doi: 10.1016/j.survophthal.2021.05.012
– year: 2017
  ident: 13631_CR40
  publication-title: PLoS ONE
  doi: 10.1371/journal.pone.0177059
– volume: 64
  start-page: 1
  year: 2018
  ident: 13631_CR45
  publication-title: Prog. Retin. Eye Res.
  doi: 10.1016/j.preteyeres.2017.11.003
– volume: 5
  start-page: 439
  year: 2014
  ident: 13631_CR19
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.5.000439
– volume: 2
  start-page: 748
  year: 2011
  ident: 13631_CR14
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.2.000748
– volume: 8
  start-page: 4811
  year: 2017
  ident: 13631_CR16
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.8.004811
– volume: 6
  start-page: 27620
  year: 2016
  ident: 13631_CR26
  publication-title: Sci. Rep.
  doi: 10.1038/srep27620
– volume: 8
  start-page: 207
  year: 2017
  ident: 13631_CR41
  publication-title: Biomed. Opt. Express
  doi: 10.1364/BOE.8.000207
– volume: 17
  start-page: 19382
  year: 2009
  ident: 13631_CR18
  publication-title: Opt. Express
  doi: 10.1364/OE.17.019382
– volume: 1
  start-page: 5
  year: 2015
  ident: 13631_CR4
  publication-title: Int. J. Retina Vitreous
  doi: 10.1186/s40942-015-0005-8
SSID ssj0000529419
Score 2.4509137
Snippet We present a compact multi-modal and multi-scale retinal imaging instrument with an angiographic functional extension for clinical use. The system integrates...
Abstract We present a compact multi-modal and multi-scale retinal imaging instrument with an angiographic functional extension for clinical use. The system...
SourceID doaj
pubmedcentral
hal
proquest
pubmed
crossref
springer
SourceType Open Website
Open Access Repository
Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 9577
SubjectTerms 639/624/1107/510
692/699/3161
692/700/1421
Angiography
Cellular Biology
Engineering
Humanities and Social Sciences
Humans
Life Sciences
Medical imaging
multidisciplinary
Ophthalmology
Ophthalmoscopy - methods
Optics
Optics and Photonics
Photoreceptors
Pupil
Retina
Retina - diagnostic imaging
Science
Science (multidisciplinary)
Subcellular Processes
Tomography
Tomography, Optical Coherence - methods
Visualization
SummonAdditionalLinks – databaseName: DOAJ Directory of Open Access Journals
  dbid: DOA
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3daxQxEA9SEHwRW7_WtrKCPmno5mPz8VjFcoj6ZKHgQ8hms_TA2zt6d0L_-84ku2fXor4I93BcJrshM3Mzk8z8hpDXLWusCMFSKX1HQSg8NeAdUe_x3ke0oevwaODLVzU7l58u6otbrb4wJyzDA-eNO2Hcqy5wbjXmwGmIDoyGMEFExGXxPNWRg827FUxlVG9uJbNDlUwlzMkaLBVWk0HsxYQSjLKJJUqA_WBfLjEd8q6veTdl8rd702SOzh6Rh4MfWZ7m9e-Te7E_IPdzZ8nrx-R7Kqyli2ULRL5vy5Q4SNfAkViO1ZAlVjDiU-aL1KuozLDOJZ7Nlqvtap6njlSwooAH60_I-dnHbx9mdOijQEOt9YYyzhspRJTK1yHwwK1vbFRdY6T38D3Ah5sgg2w1BwelbZtO1g2D2ZWN1ounZK9f9vE5KbXnwNvKNBrcxhCEgWgSLFpEFEDeKl8QNu6pCwPIOPa6-OHSZbcwLvPBAR9c4oNjBXm7m7PKEBt_pX6PrNpRIjx2-gGExg1C4_4lNAV5A4yePGN2-tnNe1D7hauE5liC-xNedjSKght0e-04xFjw38yULcir3TBoJV61-D4ut5lGYaxZFeRZlpzd20StjDEWRvREpibLmY7088uE_G2Z0RDgFuTdKH2_lvXnLXvxP7bskDzgqDzYtqk6Inubq208Bn9s07xMqncDflAsVA
  priority: 102
  providerName: Directory of Open Access Journals
– databaseName: Health & Medical Collection
  dbid: 7X7
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwfR3LbtQw0IIiJHqoSnmFFhQkOIHV-JHYPlUFUa0QcKLSShwsx3HoSmyy7e4i8ffMOI8SKirlsIrtxJuZ8bxnCHldsdII7w2V0tUUkMJRDdIRdQ79PqLydY2mgS9fi9m5_DTP573Bbd2HVQ5nYjyoq9ajjfyYg2QLFMEKc7K6pNg1Cr2rfQuNu-Qeli7DkC41V6ONBb1Ykpk-VyYT-ngN_ApzykADY6IQjLIJP4pl-4HLXGBQ5E2J82bg5D_e08iUzvbJXi9Npqcd-B-SO6E5IPe7_pK_D8juX9UGH5HvMdmWLtsKlrimSmMwIV0DlEI6ZEimmNWIz1wsY_-itCv1nKK9Nl1tV4tu6TAL9ufR2P6YnJ99_PZhRvveCtTnSm0o47yUQgRZuNx77rlxpQlFXWrpHPz2cHHtpZeV4iC0VFVZy7xksDozwTjxhOw0bROekVQ5DvDOdKlAlPReaNAwgcsFrAzIq8IlhA1f2Pq-8Dj2v_hpowNcaNtBxQJUbISKZQl5O65ZdWU3bp39HgE3zsSS2fFGe_XD9hRoGXdF7Tk3CoMpFaiZWoG-KQIW-HFcJeQNgH3yjNnpZ7to4ChY2kwojmm5v-BlRwNi2J7e1_YaOxPyahwGSkX3i2tCu-3mFKh_Zgl52uHR-DaRF1prAyNqgmGT7UxHmsVFrAZumFag9Cbk3YCL19v6_yd7fvu_OCQPOBIJNmnKjsjO5mobXoD0tSlfRhL7A1CPKtY
  priority: 102
  providerName: ProQuest
– databaseName: SpringerOpen Free (Free internet resource, activated by CARLI)
  dbid: C6C
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlR1da9RAcCktgi9i61dsLRH0SRezH9mPx3pYDlGfLBR8WDabjT3o5Y7eneC_78zmQ2JVEPIQsrPJsjOTmdn5IuRVzSorQrBUSt9QIApPDWhH1Hv0-4g6NA0eDXz-ouYX8uNleblH-JALk4L2U0nL9JseosPebUDQYDIYmE5MKMEoWDwHWLodqXqmZuO5CnquJLN9fkwhzB-mTmRQKtUPkuUKAyHvapl3gyV_85gmQXT-kDzoNcj8rFvzIdmL7RG51_WU_PmIfEsptXS5qgHIt3WeQgbpBnAR8yEPMsfcRXzLYpm6FOVdQeccT2Xz9W696KYOULCigEfqj8nF-YevszntOyjQUGq9pYzzSgoRpfJlCDxw6ysbVVMZ6T3cB7i4CTLIWnNQTeq6amRZMZhd2Gi9eEL221Ubn5Fcew5YLUylQWEMQRjYepBlEev_8Vr5jLBhT13oy4tjl4trl9zcwrgODw7w4BIeHMvIm3HOuiuu8U_o94iqERILY6cHq5vvricUx7hXTeDcagyZ1GBMGg1WpYhYxsdznZHXgOjJO-Znn9yiBYZfukJojsm3P-BjJwMpuJ6rN46DdQV_ZaZsRl6Ow8CP6GTxbVztOhiFVmaRkacd5YxfE6UyxlgY0ROamixnOtIurlLNb8uMBtM2I28H6vu1rL9v2fP_Az8m9zmyCbZmKk7I_vZmF1-AzrWtThOT3QJrEyP1
  priority: 102
  providerName: Springer Nature
Title Multi-modal and multi-scale clinical retinal imaging system with pupil and retinal tracking
URI https://link.springer.com/article/10.1038/s41598-022-13631-1
https://www.ncbi.nlm.nih.gov/pubmed/35688890
https://www.proquest.com/docview/2675088169
https://www.proquest.com/docview/2675601140
https://inserm.hal.science/inserm-03726478
https://pubmed.ncbi.nlm.nih.gov/PMC9187716
https://doaj.org/article/12a6fc229709437998872823e2734a27
Volume 12
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3db9MwED-NTaC9IL4JjCpI8ARh8Ufj-AGhrtpUVWxCQKVKPFiOk7BKa1r6gdh_z52TFMoGD0iREiV2bPnufPezfXcAL3KWaeGcjqS0ZYRMYaMUraPIWtr3EbkrS1oaOD1LBiM5HHfHO9CmO2oGcHkttKN8UqPFxZsf3y7focC_rV3G08MlKiFyFENYxUQiWIRoaA81kyJBPW3M_TrWN9eS6cZ35vqq-3BLdBPEhTRL_6aqfER_VEDndF7yqjF69UzlHxurXl-d3IHbjaEZ9mrOuAs7RXUPbtapJy_vwxfveRtNZzkWslUe-pOF0RJJVoStu2RILo70l8nUJzMK67jPIS3ehvP1fFJXbUthjxytvD-A0cnx5_4gahItRK6r1CpinGdSiEImtuscd1zbTBdJmaXSWnx2ePHUSSdzxdGCyfOslN2MYe1YF9qKh7BbzariMYTKciR-nGYK7UrnRIpwE1VeQWECeZ7YAFg7psY1UcgpGcaF8bvhIjU1SQySxHiSGBbAq02deR2D45-lj4hUm5IUP9u_mC2-mkYcDeM2KR3nWtHJSoWYM1UIPkVB0X4sVwG8REJv_WPQe28mFc4LUxMLxclH9zs2dtCygml513AEYTh5s0QH8HzzGcWW9mJsVczWdZmEwGgcwKOaczattfwXgNriqa3ubH-pJuc-NLhmqUIEHMDrlvt-devvQ_bkvxt6CvuchIeSOcUHsLtarItnaKWtsg7cUGPVgb1eb_hpiPej47MPH_FtP-l3_MpHxwvnT2W6PKQ
linkProvider Scholars Portal
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtR3LbtNAcFRSIeCAoLwMBYxET7Cq9xHv-oBQC61SmkYItVKlHpb12qaRiBOaBNSf4huZ8SMlVPRWyYfI-_BmZ2bntTMD8DrjaSK9T5hSrmCIFI4ZlI6Yc-T3kZkvCjINHAzi3pH6dNw9XoHfbSwMXatsz8TqoM7GnmzkmwIlW6QIHifvJz8YVY0i72pbQqNGi_38_BeqbNN3ex8RvhtC7O4cfuixpqoA812tZ4wLkSopcxW7rvfCi8SlSR4XqVHO4W-PjzBeeZVpgew6y9JCdVOOo6MkT5zEeW_AqpKoynRgdXtn8PnLwqpDfjPFkyY6J5Jmc4ockqLYUOfjMpac8SUOWBUKQL52StcwL8u4l69q_uOvrdjg7j2428iv4VaNcPdhJS_X4GZd0fJ8De78ld_wAZxU4b1sNM5wiCuzsLq-yKaIF3nYxmSGFEdJcw5HVcWksE4uHZKFOJzMJ8N6aNsL1-fJvP8Qjq5l3x9BpxyX-RMItROIYZFJNQqv3kuDOi3y1ZxyEYosdgHwdoetb1KdU8WN77ZyuUtja6hYhIqtoGJ5AG8WYyZ1oo8re28T4BY9KUl39WJ89s02NG-5cHHhhUg0Xd_UqNgajRquzCmlkBM6gA0E-9Icva2-HZZ4-IxsJLWgQOCf-LH1FjFsc8JM7QU9BPBq0YxnAzl8XJmP53WfmDTeKIDHNR4tvia7sTEmwRa9hGFLy1luKYenVf7xhBuNanYAb1tcvFjW_7fs6dX_4iXc6h0e9G1_b7D_DG4LIhgqERWtQ2d2Ns-fo-w3S180BBfC1-um8T9pnGsL
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtR1db9Mw0BpDIHhAML4CA4LEnsBqbCex_YDQYFQdGxMPTKrEg3EcZ6u0pmVtQftr_DrunKSjTOxtUh6q-COu78535_si5FXJCi2c0zRNbUUBKSxVIB1Ra9HuI0pXVXg18PkgHxymn4bZcI387mJh0K2yOxPDQV1OHN6R9zhItkARLNe9qnWL-LLTfzf9QbGCFFpau3IaDYrs-bNfoL7N3u7uAKy3OO9__PphQNsKA9RlUs4p47xIhfBpbjPnuOPaFtrnVaFSa-G3g4crl7q0lBxYd1kWVZoVDEYn2msrYN5r5LoUGUMak0O5vN9BC1rKdBunkwjVmwGvxHg20P6YyAWjbIUXhpIBwOGO0SHzorR70WnzH8ttYIj9u-ROK8nG2w3q3SNrvt4gN5ralmcb5PZfmQ7vk28h0JeOJyUMsXUZB0dGOgMM8XEXnRljRCXOORqH2klxk2Y6xrvieLqYjpqhXS9Yn8OL_gfk8Ep2_SFZrye1f0xiaTngWqIKCWKsc0KBdgsc1mNWQl7mNiKs22Hj2qTnWHvjxATju1CmgYoBqJgAFcMi8no5Ztqk_Li093sE3LInpusOLyanR6alfsO4zSvHuZboyClBxVUSdF3hMbmQ5TIiWwD2lTkG2_tmVMMxNDaJkBxDgn_CxzY7xDDtWTMz55QRkZfLZjgl0PRjaz9ZNH1y1H2TiDxq8Gj5NZHlSikNLXIFw1aWs9pSj45DJnLNlASFOyJvOlw8X9b_t-zJ5f_iBbkJlG32dw_2npJbHOkFa0Ulm2R9frrwz0AInBfPA7XF5PtVk_cfS-Ft2w
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=Multi-modal+and+multi-scale+clinical+retinal+imaging+system+with+pupil+and+retinal+tracking&rft.jtitle=Scientific+reports&rft.au=Shirazi%2C+Muhammad+Faizan&rft.au=Andilla%2C+Jordi&rft.au=Lefaudeux%2C+Nicolas&rft.au=Valdes%2C+Claudia&rft.date=2022-06-10&rft.pub=Nature+Publishing+Group+UK&rft.eissn=2045-2322&rft.volume=12&rft_id=info:doi/10.1038%2Fs41598-022-13631-1&rft_id=info%3Apmid%2F35688890&rft.externalDocID=PMC9187716
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2045-2322&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2045-2322&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2045-2322&client=summon