Development of a Fundus Image-Based Deep Learning Diagnostic Tool for Various Retinal Diseases.

Kim, Kyoung Min; Heo, Tae-Young; Kim, Aesul; Kim, Joohee; Han, Kyu Jin; Yun, Jaesuk; Min, Jung Kee

Kim, Kyoung Min; Heo, Tae-Young; Kim, Aesul; Kim, Joohee; Han, Kyu Jin; Yun, Jaesuk; Min, Jung Kee.

Afiliação

Kim KM; Data Scientist Team, BEGAS Inc., Sejong-daero 39, Jung-gu, Seoul 04513, Korea.
Heo TY; Department of Information and Statistics, Chungbuk National University, Chungdae-ro 1, Seowon-gu, Cheongju-si, Chungbuk 28644, Korea.
Kim A; Laboratory of Pharmacology, College of Pharmacy and Medical Research Center, Chungbuk National University, 194-31 Osongsaengmyeong 1-ro, Osong-eup, Heungdeok-gu, Cheongju-si, Chungbuk 28160, Korea.
Kim J; Laboratory of Pharmacology, College of Pharmacy and Medical Research Center, Chungbuk National University, 194-31 Osongsaengmyeong 1-ro, Osong-eup, Heungdeok-gu, Cheongju-si, Chungbuk 28160, Korea.
Han KJ; Department of Ophthalmology, Ulsan University Hospital, College of Medicine, University of Ulsan, 877, Bangeojinsunhwando-ro, Dong-gu, Ulsan 44033, Korea.
Yun J; Laboratory of Pharmacology, College of Pharmacy and Medical Research Center, Chungbuk National University, 194-31 Osongsaengmyeong 1-ro, Osong-eup, Heungdeok-gu, Cheongju-si, Chungbuk 28160, Korea.
Min JK; Department of Ophthalmology, Ulsan University Hospital, College of Medicine, University of Ulsan, 877, Bangeojinsunhwando-ro, Dong-gu, Ulsan 44033, Korea.

J Pers Med ; 11(5)2021 Apr 21.

Article em En | MEDLINE | ID: mdl-33918998

Palavras-chave

artificial intelligence; class activation map; convolutional neural network; fundus photograph; retinal diseases

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies / Prognostic_studies Idioma: En Revista: J Pers Med Ano de publicação: 2021 Tipo de documento: Article

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