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

Ryo Asaoka, Hiroshi Murata, Kazunori Hirasawa, +11

American Journal of Ophthalmology

Convolutional Neural NetworkOcular DiseaseImage AnalysisMachine LearningOphthalmology +10

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

Naoto Shibata, Masaki Tanito, Keita Mitsuhashi, +4

Scientific Reports

Evaluation of Glaucoma Progression in Large-Scale Clinical Data: The Japanese Archive of Multicentral Databases in Glaucoma (JAMDIG)

Yuri Fujino, Ryo Asaoka, Hiroshi Murata, +8

Investigative Ophthalmology & Visual Science

Effects of Study Population, Labeling and Training on Glaucoma Detection Using Deep Learning Algorithms

Mark Christopher, Ken‐ichi Nakahara, Christopher Bowd, +18

Translational Vision Science & Technology

Validation of a Deep Learning Model to Screen for Glaucoma Using Images from Different Fundus Cameras and Data Augmentation

Ryo Asaoka, Masaki Tanito, Naoto Shibata, +7

Ophthalmology Glaucoma

Data AugmentationImage AnalysisMachine VisionOphthalmologyDeep Learning +11

Evaluating the Usefulness of MP-3 Microperimetry in Glaucoma Patients

Masato Matsuura, Hiroshi Murata, Yuri Fujino, +3

American Journal of Ophthalmology

Biomedical ImagingGlaucomaOptometryGlaucoma PatientsRadiology

Applying “Lasso” Regression to Predict Future Visual Field Progression in Glaucoma Patients

Yuri Fujino, Hiroshi Murata, Chihiro Mayama, +1

Investigative Ophthalmology & Visual Science

How Many Visual Fields Are Required to Precisely Predict Future Test Results in Glaucoma Patients When Using Different Trend Analyses?

Y. Taketani, Hiroshi Murata, Yuri Fujino, +2

Investigative Ophthalmology & Visual Science

Validating the Usefulness of the “Random Forests” Classifier to Diagnose Early Glaucoma With Optical Coherence Tomography

Ryo Asaoka, Kazunori Hirasawa, Aiko Iwase, +4

American Journal of Ophthalmology

RetinaOphthalmologyEarly GlaucomaBiostatisticsOptical Coherence Tomography +2

Changes in Corneal Biomechanics and Intraocular Pressure Following Cataract Surgery

Kazunori Hirasawa, Shunsuke Nakakura, Yoshitaka Nakao, +5

American Journal of Ophthalmology

Ophthalmic SurgeryOphthalmologySurgeryGlaucomaOcular Surface Physiology +4