PAPERS論文

Keratoconus severity detection from elevation, topography and pachymetry raw data using a machine learning approach

Alexandru Lavric, Liliana Anchidin, Valentin Popa, Ali H. AI-Timemy, Zaid Alyasseri, Hidenori Takahashi, Simak Yousefi, Rossen M.Hazarbassanov

IEEE Access 9 84344-84355 2021年

AIを利用した効率的な糖尿病網膜症健診

髙橋秀徳

日本糖尿病合併症学会 35(1) 33-36 2021年

Association between visual field damage and corneal structural parameters

Alexndru Lavrc, Valentin Popa, Hidenori Takahashi, Rossen M.Hazarbassanov, Siamak Yousefi

Scientific Reports 11 10732 2021年5月

Detecting Keratoconus from Corneal Imaging Date using Machine Learning

Alexandru Lavric, Valentin Popa, Hidenori Takahashi, Siamak Yousefi

IEEE Access 8 149113-149121 2020年

Predicting the likelihood of need for future keratoplasty intervention using artificial intelligence

Siamak Yousefi, Hidenori Takahashi, Takahiko Hayashi, Hironobu Tampo, Satoru Inoda, Yusuke Arai, Hitoshi Tabuchi, Penny Asbell

The Ocular Surface 18(2) 320-325 2020年4月

A Deep Learning Approach in Rebubbling After Descemet’s Membrane Endothelial Keratoplasty

Takahiko Hayashi, Hitoshi Tabuchi, Hiroki Masumoto, Shoji Morita, Itaru Oyakawa, Satoru Inoda, Hidenori Takahashi

Eye Contact Lens 46(2) 121-126 2020年3月

Keratoconus severity identification using unsupervised machine learning

Siamak Yousefi, Ebrahim Yousefi, Hidenori Takahashi, Takahiko Hayashi, Hironobu Tampo, Satoru Inoda, Yusuke Arai, Penny Asbell

PLOS ONE 13(11) e0205998 2018年11月

深層学習によるカラー眼底写真からの脈絡膜厚推測

反保 宏信,高橋 秀徳,添田 めぐみ,高橋 良太,伊野田 悟,坂本 晋一,新井 悠介,井上 裕治,川島 秀俊,柳 靖雄

眼科臨床紀要 10(10) 873 2017年10月

Applying artificial intelligence to disease staging: Deep learning for improved staging of diabetic retinopathy

Hidenori Takahashi, Hironobu Tampo, Yusuke Arai, Yuji Inoue, Hidetoshi Kawashima

PLOS ONE 12(6) e0179790 2017年6月