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However, there are discrepancies between the findings of these AI programs and their referral recommendations compared with evidence-based referral patterns, such as Preferred Practice Patterns by the American Academy of Ophthalmology. The overall focus of this task force report is to first describe the work in AI being completed in the management of retinal conditions. This report also discusses the guidelines of the Preferred Practice Pattern and how they can be used in the emerging field of AI.<\/jats:p>","DOI":"10.1177\/2474126420914168","type":"journal-article","created":{"date-parts":[[2020,3,27]],"date-time":"2020-03-27T11:07:07Z","timestamp":1585307227000},"page":"312-319","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":3,"title":["The American Society of Retina Specialists Artificial Intelligence Task Force Report"],"prefix":"10.1177","volume":"4","author":[{"given":"Katherine E.","family":"Talcott","sequence":"first","affiliation":[{"name":"Center for Ophthalmic Bioinformatics, Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, OH, USA"},{"name":"Cleveland Clinic Lerner College of Medicine, Cleveland, OH, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Judy E.","family":"Kim","sequence":"additional","affiliation":[{"name":"Department of Ophthalmology and Visual Sciences, Medical College of Wisconsin, Milwaukee, WI, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yasha","family":"Modi","sequence":"additional","affiliation":[{"name":"Department of Ophthalmology, New York University, New York, NY, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Darius M.","family":"Moshfeghi","sequence":"additional","affiliation":[{"name":"Horngren Family Vitreoretinal Center, Byers Eye Institute, Department of Ophthalmology, Stanford University School of Medicine, Palo Alto, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Rishi P.","family":"Singh","sequence":"additional","affiliation":[{"name":"Center for Ophthalmic Bioinformatics, Cole Eye Institute, Cleveland Clinic Foundation, Cleveland, OH, USA"},{"name":"Cleveland Clinic Lerner College of Medicine, Cleveland, OH, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2020,3,27]]},"reference":[{"key":"bibr1-2474126420914168","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-018-0107-6"},{"key":"bibr2-2474126420914168","doi-asserted-by":"publisher","DOI":"10.2337\/dc11-1909"},{"key":"bibr3-2474126420914168","doi-asserted-by":"publisher","DOI":"10.4103\/0301-4738.100542"},{"key":"bibr4-2474126420914168","doi-asserted-by":"publisher","DOI":"10.1111\/ceo.12696"},{"key":"bibr5-2474126420914168","doi-asserted-by":"publisher","DOI":"10.1167\/iovs.16-19964"},{"key":"bibr6-2474126420914168","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-018-0040-6"},{"key":"bibr7-2474126420914168","doi-asserted-by":"publisher","DOI":"10.1111\/aos.13613"},{"key":"bibr8-2474126420914168","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2016.17216"},{"key":"bibr9-2474126420914168","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-019-0099-8"},{"key":"bibr10-2474126420914168","doi-asserted-by":"publisher","DOI":"10.1159\/000368426"},{"key":"bibr11-2474126420914168","doi-asserted-by":"publisher","DOI":"10.2337\/dc12-1491"},{"key":"bibr12-2474126420914168","doi-asserted-by":"publisher","DOI":"10.3310\/hta20920"},{"key":"bibr13-2474126420914168","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2017.18152"},{"key":"bibr14-2474126420914168","doi-asserted-by":"publisher","DOI":"10.1016\/j.ophtha.2017.02.008"},{"key":"bibr15-2474126420914168","doi-asserted-by":"publisher","DOI":"10.1016\/j.ophtha.2017.05.026"},{"key":"bibr16-2474126420914168","doi-asserted-by":"publisher","DOI":"10.1167\/iovs.18-25634"},{"key":"bibr17-2474126420914168","unstructured":"Kaggle. 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