Deep Learning
学術論文（E）
Detection of Double Layer Sign in OCT by Semi-supervised semantic segmentation
- Author
- Yuka Kihara, Mengxi Shen, Yingying Shi, Xiaoshuang Jiang, Liang Wang, Rita Laiginhas, Cancan Lyu, Jin Yang, Jeremy Liu, Rosalyn Morin, Hironobu Fujiyoshi, Giovanni Gregori, Philip J Rosenfeld, Aaron Y Lee
- Publication
- Investigative Ophthalmology & Visual Science, Vol.64, 3364, 2023
Download: PDF (English)
Deep Learning
学術論文（E）
Detection of Nonexudative Macular Neovascularization on Structural OCT Images Using Vision Transformers
- Author
- Yuka Kihara, Mengxi Shen, Yingying Shi, Xiaoshuang Jiang, Liang Wang, Rita Laiginhas, Cancan Lyu, Jin Yang, Jeremy Liu, Rosalyn Morin, Randy Lu, Hironobu Fujiyoshi, William J. Feuer, Giovanni Gregori, Philip J. Rosenfeld, Aaron Y. Lee
- Publication
- Ophthalmology Science, Vol. 2, No. 4, pp. 100197, 2022
Download: PDF (English)
Deep Learning
学術論文（E）
Detecting Double Layer Sign (DLS) with OCT using Multi-Region Segmentation Visual Transformers (ViT)
- Author
- Yuka Kihara, Yingying Shi, Mengxi Shen, Liang Wang, Rita Laiginhas, Xiaoshuang Jiang, Jeremy Liu, Rosalyn Morin, Giovanni Gregori, Philip J Rosenfeld, Hironobu Fujiyoshi, Aaron Y Lee
- Publication
- Investigative Ophthalmology & Visual Science, Vol.63, 470 – A0007., 2022
Download: PDF (English)
Deep Learning
学術論文（E）
Detecting Double Layer Signs with OCT volumes using a 3D Convolutional Neural Network (CNN)
- Author
- Yuka Kihara, Yingying Shi, Cancan Lyu, Jin Yang, Liang Wang, Xiaoshuang Jiang, Mengxi Shen, Rita Laiginhas, Hironobu Fujiyoshi, Giovanni Gregori, Philip J Rosenfeld, Aaron Y Lee
- Publication
- vestigative Ophthalmology & Visual Science, Vol.62, 2102, 2021
Download: PDF (English)
Deep Learning
学術論文（E）
Driver Drowsiness Estimation by Parallel Linked Time-Domain CNN with Novel Temporal Measures on Eye States
- Author
- Kenta Nishiyuki, Jia-Yau Shiau, Shigenori Nagae, Tomohiro Yabuuchi, Koichi Kinoshita, Yuki Hasegawa, Takayoshi Yamashita, Hironobu Fujiyoshi
- Publication
- IEICE TRANSACTIONS on Information and Systems, vol. E103-D, no. 6, pp. 1276-1286, 2020
Download: PDF (English)
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