Hiroshi Murata

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

Dermal fibroblasts from venous ulcers are unresponsive to the action of transforming growth factor-β 1

Anthony Hasan, Hiroshi Murata, Anna Falabella et al. · Journal of Dermatological Science · 1997 · 152 citations · Full text

High Frequency of BRAF Mutation in Acquired Nevi and Small Congenital Nevi, but Low Frequency of Mutation in Medium-Sized Congenital Nevi

Nami Ichii-Nakato, Minoru Takata, Shuko Takayanagi et al. · Journal of Investigative Dermatology · 2006 · 131 citations · Full text

Developmental Anomaly, Braf Mutation, Genetic Disorder +8