Open AccessValidation of Soft Labels in Developing Deep Learning Algorithms for Detecting Lesions of Myopic Maculopathy From Optical Coherence Tomographic Images
Author(s) -
Ran Du,
Shiqi Xie,
Yuxin Fang,
; Phd,
Shinichi Hagino,
Shinji Yamamoto,
Muka Moriyama,
Takeshi Yoshida,
Tae Igarashi-Yokoi,
Hiroyuki Takahashi,
Natsuko Nagaoka,
Kengo Uramoto,
Yuka Onishi,
Takashi Watanabe,
Nobuhiro Nakao,
Tomonari Takahashi,
Yuichiro Kaneko,
Takeshi Azuma,
Ryoma Hatake,
Takuhei Nomura,
Tatsuro Sakura,
Mariko Yana,
Jianping Xiong,
Changyu Chen,
Kyoko OhnoMatsui
Publication year - 2022
Publication title -
asia-pacific journal of ophthalmology
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.163
H-Index - 20
ISSN - 2162-0989
DOI - 10.1097/apo.0000000000000466
Subject(s) - receiver operating characteristic , artificial intelligence , maculopathy , optical coherence tomography , computer science , learning curve , optometry , grading (engineering) , medicine , ophthalmology , machine learning , algorithm , retinopathy , diabetes mellitus , endocrinology , civil engineering , engineering , operating system