Joon Yul Choi

Multi-categorical deep learning neural network to classify retinal images: A pilot study employing small database

Joon Yul Choi, Tae Keun Yoo, Jeong Gi Seo et al. · PLoS ONE · 2017 · 281 citations · Full text

Computing, Computer Science, Ophthalmology +17

The possibility of the combination of OCT and fundus images for improving the diagnostic accuracy of deep learning for age-related macular degeneration: a preliminary experiment

Tae Keun Yoo, Joon Yul Choi, Jeong Gi Seo et al. · Medical & Biological Engineering & Computing · 2018 · 159 citations · Full text

Health Professions, Computer Science, Ophthalmology +14

Feasibility study to improve deep learning in OCT diagnosis of rare retinal diseases with few-shot classification

Tae Keun Yoo, Joon Yul Choi, Hong Kyu Kim · Medical & Biological Engineering & Computing · 2021 · 132 citations · Full text

Computing, Computer Science, Ophthalmology +17

Osteoporosis Risk Prediction for Bone Mineral Density Assessment of Postmenopausal Women Using Machine Learning

Tae Keun Yoo, Sung Kean Kim, Deok Won Kim et al. · Yonsei Medical Journal · 2013 · 98 citations · Full text

Computing, Biostatistics, Health Informatics +17

A generative adversarial network approach to predicting postoperative appearance after orbital decompression surgery for thyroid eye disease

Tae Keun Yoo, Joon Yul Choi, Hong Kyu Kim · Computers in Biology and Medicine · 2020 · 76 citations

Medicine, Computer Science, Surgery +16