Ryo Asaoka

Using Deep Learning and Transfer Learning to Accurately Diagnose Early-Onset Glaucoma From Macular Optical Coherence Tomography Images

Ryo Asaoka, Hiroshi Murata, Kazunori Hirasawa et al. · American Journal of Ophthalmology · 2018 · 251 citations

Convolutional Neural Network, Ocular Disease, Image Analysis +12

Detecting Preperimetric Glaucoma with Standard Automated Perimetry Using a Deep Learning Classifier

Ryo Asaoka, Hiroshi Murata, Aiko Iwase et al. · Ophthalmology · 2016 · 245 citations

Preperimetric Glaucoma, Image Analysis, Machine Learning +10

Development of a deep residual learning algorithm to screen for glaucoma from fundus photography

Naoto Shibata, Masaki Tanito, Keita Mitsuhashi et al. · Scientific Reports · 2018 · 240 citations · Full text

Identifying Areas of the Visual Field Important for Quality of Life in Patients with Glaucoma

Hiroshi Murata, Hiroyo Hirasawa, Yuka Aoyama et al. · PLoS ONE · 2013 · 110 citations · Full text

Variants in Optineurin Gene and Their Association with Tumor Necrosis Factor-α Polymorphisms in Japanese Patients with Glaucoma

Tomoyo Funayama, K. Ishikawa, Yuichiro Ohtake et al. · Investigative Ophthalmology & Visual Science · 2004 · 105 citations