Digital technology, tele-medicine and artificial intelligence in ophthalmology: A global perspective
The simultaneous maturation of multiple digital and telecommunications technologies in 2020 has created an unprecedented opportunity for ophthalmology to adapt to new models of care using tele-health supported by digital innovations. These digital innovations include artificial intelligence (AI), 5t...
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Veröffentlicht in: | Progress in retinal and eye research 2021-05, Vol.82, p.100900-100900, Article 100900 |
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creator | Li, Ji-Peng Olivia Liu, Hanruo Ting, Darren S.J. Jeon, Sohee Chan, R.V. Paul Kim, Judy E. Sim, Dawn A. Thomas, Peter B.M. Lin, Haotian Chen, Youxin Sakomoto, Taiji Loewenstein, Anat Lam, Dennis S.C. Pasquale, Louis R. Wong, Tien Y. Lam, Linda A. Ting, Daniel S.W. |
description | The simultaneous maturation of multiple digital and telecommunications technologies in 2020 has created an unprecedented opportunity for ophthalmology to adapt to new models of care using tele-health supported by digital innovations. These digital innovations include artificial intelligence (AI), 5th generation (5G) telecommunication networks and the Internet of Things (IoT), creating an inter-dependent ecosystem offering opportunities to develop new models of eye care addressing the challenges of COVID-19 and beyond. Ophthalmology has thrived in some of these areas partly due to its many image-based investigations. Tele-health and AI provide synchronous solutions to challenges facing ophthalmologists and healthcare providers worldwide. This article reviews how countries across the world have utilised these digital innovations to tackle diabetic retinopathy, retinopathy of prematurity, age-related macular degeneration, glaucoma, refractive error correction, cataract and other anterior segment disorders. The review summarises the digital strategies that countries are developing and discusses technologies that may increasingly enter the clinical workflow and processes of ophthalmologists. Furthermore as countries around the world have initiated a series of escalating containment and mitigation measures during the COVID-19 pandemic, the delivery of eye care services globally has been significantly impacted. As ophthalmic services adapt and form a “new normal”, the rapid adoption of some of telehealth and digital innovation during the pandemic is also discussed. Finally, challenges for validation and clinical implementation are considered, as well as recommendations on future directions. |
doi_str_mv | 10.1016/j.preteyeres.2020.100900 |
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Paul ; Kim, Judy E. ; Sim, Dawn A. ; Thomas, Peter B.M. ; Lin, Haotian ; Chen, Youxin ; Sakomoto, Taiji ; Loewenstein, Anat ; Lam, Dennis S.C. ; Pasquale, Louis R. ; Wong, Tien Y. ; Lam, Linda A. ; Ting, Daniel S.W.</creator><creatorcontrib>Li, Ji-Peng Olivia ; Liu, Hanruo ; Ting, Darren S.J. ; Jeon, Sohee ; Chan, R.V. Paul ; Kim, Judy E. ; Sim, Dawn A. ; Thomas, Peter B.M. ; Lin, Haotian ; Chen, Youxin ; Sakomoto, Taiji ; Loewenstein, Anat ; Lam, Dennis S.C. ; Pasquale, Louis R. ; Wong, Tien Y. ; Lam, Linda A. ; Ting, Daniel S.W.</creatorcontrib><description>The simultaneous maturation of multiple digital and telecommunications technologies in 2020 has created an unprecedented opportunity for ophthalmology to adapt to new models of care using tele-health supported by digital innovations. These digital innovations include artificial intelligence (AI), 5th generation (5G) telecommunication networks and the Internet of Things (IoT), creating an inter-dependent ecosystem offering opportunities to develop new models of eye care addressing the challenges of COVID-19 and beyond. Ophthalmology has thrived in some of these areas partly due to its many image-based investigations. Tele-health and AI provide synchronous solutions to challenges facing ophthalmologists and healthcare providers worldwide. This article reviews how countries across the world have utilised these digital innovations to tackle diabetic retinopathy, retinopathy of prematurity, age-related macular degeneration, glaucoma, refractive error correction, cataract and other anterior segment disorders. The review summarises the digital strategies that countries are developing and discusses technologies that may increasingly enter the clinical workflow and processes of ophthalmologists. Furthermore as countries around the world have initiated a series of escalating containment and mitigation measures during the COVID-19 pandemic, the delivery of eye care services globally has been significantly impacted. As ophthalmic services adapt and form a “new normal”, the rapid adoption of some of telehealth and digital innovation during the pandemic is also discussed. Finally, challenges for validation and clinical implementation are considered, as well as recommendations on future directions.</description><identifier>ISSN: 1350-9462</identifier><identifier>EISSN: 1873-1635</identifier><identifier>DOI: 10.1016/j.preteyeres.2020.100900</identifier><identifier>PMID: 32898686</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Artificial intelligence ; Artificial Intelligence - trends ; COVID-19 ; COVID-19 - epidemiology ; Deep learning ; Delivery of Health Care ; Diabetic retinopathy screening ; Digital innovations ; Digital technology ; Digital Technology - methods ; Digital transformation ; Eye Diseases - diagnosis ; Eye Diseases - therapy ; Global Health ; Humans ; Inventions ; Ophthalmology - methods ; SARS-CoV-2 - pathogenicity ; Tele-ophthalmology ; Tele-screening ; Telemedicine ; Telemedicine - methods</subject><ispartof>Progress in retinal and eye research, 2021-05, Vol.82, p.100900-100900, Article 100900</ispartof><rights>2020 Elsevier Ltd</rights><rights>Copyright © 2020 Elsevier Ltd. All rights reserved.</rights><rights>2020 Elsevier Ltd. All rights reserved. 2020 Elsevier Ltd</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c545t-f2fab5616468cdf1df91af632a91b9b9a9bdbb02abdf75bf2272e0bd5c5cf6be3</citedby><cites>FETCH-LOGICAL-c545t-f2fab5616468cdf1df91af632a91b9b9a9bdbb02abdf75bf2272e0bd5c5cf6be3</cites><orcidid>0000-0002-1971-2249 ; 0000-0002-1291-0963</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S1350946220300720$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,776,780,881,3537,27901,27902,65306</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32898686$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Li, Ji-Peng Olivia</creatorcontrib><creatorcontrib>Liu, Hanruo</creatorcontrib><creatorcontrib>Ting, Darren S.J.</creatorcontrib><creatorcontrib>Jeon, Sohee</creatorcontrib><creatorcontrib>Chan, R.V. Paul</creatorcontrib><creatorcontrib>Kim, Judy E.</creatorcontrib><creatorcontrib>Sim, Dawn A.</creatorcontrib><creatorcontrib>Thomas, Peter B.M.</creatorcontrib><creatorcontrib>Lin, Haotian</creatorcontrib><creatorcontrib>Chen, Youxin</creatorcontrib><creatorcontrib>Sakomoto, Taiji</creatorcontrib><creatorcontrib>Loewenstein, Anat</creatorcontrib><creatorcontrib>Lam, Dennis S.C.</creatorcontrib><creatorcontrib>Pasquale, Louis R.</creatorcontrib><creatorcontrib>Wong, Tien Y.</creatorcontrib><creatorcontrib>Lam, Linda A.</creatorcontrib><creatorcontrib>Ting, Daniel S.W.</creatorcontrib><title>Digital technology, tele-medicine and artificial intelligence in ophthalmology: A global perspective</title><title>Progress in retinal and eye research</title><addtitle>Prog Retin Eye Res</addtitle><description>The simultaneous maturation of multiple digital and telecommunications technologies in 2020 has created an unprecedented opportunity for ophthalmology to adapt to new models of care using tele-health supported by digital innovations. These digital innovations include artificial intelligence (AI), 5th generation (5G) telecommunication networks and the Internet of Things (IoT), creating an inter-dependent ecosystem offering opportunities to develop new models of eye care addressing the challenges of COVID-19 and beyond. Ophthalmology has thrived in some of these areas partly due to its many image-based investigations. Tele-health and AI provide synchronous solutions to challenges facing ophthalmologists and healthcare providers worldwide. This article reviews how countries across the world have utilised these digital innovations to tackle diabetic retinopathy, retinopathy of prematurity, age-related macular degeneration, glaucoma, refractive error correction, cataract and other anterior segment disorders. The review summarises the digital strategies that countries are developing and discusses technologies that may increasingly enter the clinical workflow and processes of ophthalmologists. Furthermore as countries around the world have initiated a series of escalating containment and mitigation measures during the COVID-19 pandemic, the delivery of eye care services globally has been significantly impacted. As ophthalmic services adapt and form a “new normal”, the rapid adoption of some of telehealth and digital innovation during the pandemic is also discussed. Finally, challenges for validation and clinical implementation are considered, as well as recommendations on future directions.</description><subject>Artificial intelligence</subject><subject>Artificial Intelligence - trends</subject><subject>COVID-19</subject><subject>COVID-19 - epidemiology</subject><subject>Deep learning</subject><subject>Delivery of Health Care</subject><subject>Diabetic retinopathy screening</subject><subject>Digital innovations</subject><subject>Digital technology</subject><subject>Digital Technology - methods</subject><subject>Digital transformation</subject><subject>Eye Diseases - diagnosis</subject><subject>Eye Diseases - therapy</subject><subject>Global Health</subject><subject>Humans</subject><subject>Inventions</subject><subject>Ophthalmology - methods</subject><subject>SARS-CoV-2 - pathogenicity</subject><subject>Tele-ophthalmology</subject><subject>Tele-screening</subject><subject>Telemedicine</subject><subject>Telemedicine - methods</subject><issn>1350-9462</issn><issn>1873-1635</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFUctuFDEQtBCIhMAvoDlyYBbbY3vGHJCS8AhSpFzC2fKjPevV7HiwvSvt3-NlQ4BTTu5HdXW7CqGG4BXBRHzYrJYEBQ6QIK8opscylhg_Q-dk6LuWiI4_r3HHcSuZoGfoVc4bjLHAkr9EZx0d5CAGcY7c5zCGoqemgF3PcYrj4X2NJ2i34IINMzR6do1OJfiaVmCYa3sKI8wWatLEZV3Wetr-nv3YXDbjFE3FLZDyAraEPbxGL7yeMrx5eC_Qj69f7q9v2tu7b9-vL29byxkvradeGy6IYGKwzhPnJdFedFRLYqSRWhpnDKbaON9z4yntKWDjuOXWCwPdBfp04l12pp5vYS5JT2pJYavTQUUd1P-dOazVGPeqZz0bGK4E7x4IUvy5g1zUNmRbv6tniLusKGOEDkxSVqHDCWpTzDmBf1xDsDqapDbqr0nqaJI6mVRH3_575uPgH1cq4OoEgCrWPkBS2Yaj3i6kqqhyMTy95RcJoK0Q</recordid><startdate>20210501</startdate><enddate>20210501</enddate><creator>Li, Ji-Peng Olivia</creator><creator>Liu, Hanruo</creator><creator>Ting, Darren S.J.</creator><creator>Jeon, Sohee</creator><creator>Chan, R.V. Paul</creator><creator>Kim, Judy E.</creator><creator>Sim, Dawn A.</creator><creator>Thomas, Peter B.M.</creator><creator>Lin, Haotian</creator><creator>Chen, Youxin</creator><creator>Sakomoto, Taiji</creator><creator>Loewenstein, Anat</creator><creator>Lam, Dennis S.C.</creator><creator>Pasquale, Louis R.</creator><creator>Wong, Tien Y.</creator><creator>Lam, Linda A.</creator><creator>Ting, Daniel S.W.</creator><general>Elsevier Ltd</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-1971-2249</orcidid><orcidid>https://orcid.org/0000-0002-1291-0963</orcidid></search><sort><creationdate>20210501</creationdate><title>Digital technology, tele-medicine and artificial intelligence in ophthalmology: A global perspective</title><author>Li, Ji-Peng Olivia ; Liu, Hanruo ; Ting, Darren S.J. ; Jeon, Sohee ; Chan, R.V. 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Paul</au><au>Kim, Judy E.</au><au>Sim, Dawn A.</au><au>Thomas, Peter B.M.</au><au>Lin, Haotian</au><au>Chen, Youxin</au><au>Sakomoto, Taiji</au><au>Loewenstein, Anat</au><au>Lam, Dennis S.C.</au><au>Pasquale, Louis R.</au><au>Wong, Tien Y.</au><au>Lam, Linda A.</au><au>Ting, Daniel S.W.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Digital technology, tele-medicine and artificial intelligence in ophthalmology: A global perspective</atitle><jtitle>Progress in retinal and eye research</jtitle><addtitle>Prog Retin Eye Res</addtitle><date>2021-05-01</date><risdate>2021</risdate><volume>82</volume><spage>100900</spage><epage>100900</epage><pages>100900-100900</pages><artnum>100900</artnum><issn>1350-9462</issn><eissn>1873-1635</eissn><abstract>The simultaneous maturation of multiple digital and telecommunications technologies in 2020 has created an unprecedented opportunity for ophthalmology to adapt to new models of care using tele-health supported by digital innovations. 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Furthermore as countries around the world have initiated a series of escalating containment and mitigation measures during the COVID-19 pandemic, the delivery of eye care services globally has been significantly impacted. As ophthalmic services adapt and form a “new normal”, the rapid adoption of some of telehealth and digital innovation during the pandemic is also discussed. Finally, challenges for validation and clinical implementation are considered, as well as recommendations on future directions.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>32898686</pmid><doi>10.1016/j.preteyeres.2020.100900</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-1971-2249</orcidid><orcidid>https://orcid.org/0000-0002-1291-0963</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Artificial intelligence Artificial Intelligence - trends COVID-19 COVID-19 - epidemiology Deep learning Delivery of Health Care Diabetic retinopathy screening Digital innovations Digital technology Digital Technology - methods Digital transformation Eye Diseases - diagnosis Eye Diseases - therapy Global Health Humans Inventions Ophthalmology - methods SARS-CoV-2 - pathogenicity Tele-ophthalmology Tele-screening Telemedicine Telemedicine - methods |
title | Digital technology, tele-medicine and artificial intelligence in ophthalmology: A global perspective |
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