Predicting the Glaucomatous Central 10-Degree Visual Field From Optical Coherence Tomography Using Deep Learning and Tensor Regression
Xu, Linchuan, Asaoka, Ryo, Kiwaki, Taichi, Murata, Hiroshi, Fujino, Yuri, Matsuura, Masato, Hashimoto, Yohei, Asano, Shotaro, Miki, Atsuya, Mori, Kazuhiko, Ikeda, Yoko, Kanamoto, Takashi, Yamagami, Junkichi, Inoue, Kenji, Tanito, Masaki, Yamanishi, Kenji
Published in American journal of ophthalmology (01.10.2020)
Published in American journal of ophthalmology (01.10.2020)
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Journal Article
A Joint Multitask Learning Model for Cross-sectional and Longitudinal Predictions of Visual Field Using OCT
Asaoka, Ryo, Xu, Linchuan, Murata, Hiroshi, Kiwaki, Taichi, Matsuura, Masato, Fujino, Yuri, Tanito, Masaki, Mori, Kazuhiko, Ikeda, Yoko, Kanamoto, Takashi, Inoue, Kenji, Yamagami, Jukichi, Yamanishi, Kenji
Published in Ophthalmology science (Online) (01.12.2021)
Published in Ophthalmology science (Online) (01.12.2021)
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Journal Article
Deep learning model to predict visual field in central 10° from optical coherence tomography measurement in glaucoma
Hashimoto, Yohei, Asaoka, Ryo, Kiwaki, Taichi, Sugiura, Hiroki, Asano, Shotaro, Murata, Hiroshi, Fujino, Yuri, Matsuura, Masato, Miki, Atsuya, Mori, Kazuhiko, Ikeda, Yoko, Kanamoto, Takashi, Yamagami, Junkichi, Inoue, Kenji, Tanito, Masaki, Yamanishi, Kenji
Published in British journal of ophthalmology (01.04.2021)
Published in British journal of ophthalmology (01.04.2021)
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Journal Article
Predicting 10-2 Visual Field From Optical Coherence Tomography in Glaucoma Using Deep Learning Corrected With 24-2/30-2 Visual Field
Hashimoto, Yohei, Kiwaki, Taichi, Sugiura, Hiroki, Asano, Shotaro, Murata, Hiroshi, Fujino, Yuri, Matsuura, Masato, Miki, Atsuya, Mori, Kazuhiko, Ikeda, Yoko, Kanamoto, Takashi, Yamagami, Junkichi, Inoue, Kenji, Tanito, Masaki, Yamanishi, Kenji, Asaoka, Ryo
Published in Translational vision science & technology (01.11.2021)
Published in Translational vision science & technology (01.11.2021)
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INFORMATION PROCESSING APPARATUS, METHOD FOR PRODUCING MACHINE LEARNING DATA, AND PROGRAM
SUGIURA HIROKI, KIWAKI TAICHI, ASAOKA RYO, YAMANISHI KENJI, MURATA HIROSHI
Year of Publication 12.09.2019
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Year of Publication 12.09.2019
Patent
INFORMATION PROCESSING DEVICE, AND PRODUCTION METHOD FOR MACHINE LEARNING DATA
MURATA Hiroshi, YAMANISHI Kenji, KIWAKI Taichi, SUGIURA Hiroki, ASAOKA Ryo
Year of Publication 06.09.2019
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Year of Publication 06.09.2019
Patent
Improving Visual Field Trend Analysis with OCT and Deeply Regularized Latent-Space Linear Regression
Xu, Linchuan, Asaoka, Ryo, Murata, Hiroshi, Kiwaki, Taichi, Zheng, Yuhui, Matsuura, Masato, Fujino, Yuri, Tanito, Masaki, Mori, Kazuhiko, Ikeda, Yoko, Kanamoto, Takashi, Yamanishi, Kenji
Published in Ophthalmology. Glaucoma (01.01.2021)
Published in Ophthalmology. Glaucoma (01.01.2021)
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Journal Article
INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM
KIWAKI TAICHI, XU LINCHUAN, WANG JING, ASAOKA RYO, YAMANISHI KENJI, MURATA HIROSHI, ZHENG YUHUI
Year of Publication 07.01.2021
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Year of Publication 07.01.2021
Patent
Quantitative assessment method for computer-generated holograms free from the effect of viewpoint
Kiwaki, Taichi, Shimobaba, Tomoyoshi, Masuda, Nobuyuki, Ito, Tomoyoshi
Published in Optics letters (01.04.2010)
Published in Optics letters (01.04.2010)
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Journal Article
Predicting the glaucomatous central 10 degrees visual field from optical coherence tomography using deep learning and tensor regression
Xu, Linchuan, Asaoka, Ryo, Kiwaki, Taichi, Murata, Hiroshi, Fujino, Yuri, Matsuura, Masato, Hashimoto, Yohei, Asano, Shotaro, Miki, Atsuya, Mori, Kazuhiko, Ikeda, Yoko, Kanamoto, Takashi, Yamagami, Junkichi, Inoue, Kenji, Tanito, Masaki, Yamanishi, Kenji
Published in American journal of ophthalmology (05.05.2020)
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Published in American journal of ophthalmology (05.05.2020)
Journal Article