MURATA HIROSHI 村田博史

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MURATA Hiroshi 村田博史

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Researcher Number	80635748
Affiliation (Current)	2025: (財)冲中記念成人病研究所, その他部局等, 研究員
Affiliation (based on the past Project Information) *help	2021 – 2023: 国立研究開発法人国立国際医療研究センター, センター病院, 眼科医師 2016 – 2021: 東京大学, 医学部附属病院, 助教 2013 – 2014: 東京大学, 医学部附属病院, 助教
Review Section/Research Field	Principal Investigator Ophthalmology / Basic Section 56060:Ophthalmology-related Except Principal Investigator Ophthalmology / Medium-sized Section 56:Surgery related to the biological and sensory functions and related fields
Keywords	Principal Investigator 視野 / 緑内障 / ベイズ統計 / ベイズ / 臨床 / 視野検査 / Bayes統計 / 機械学習 / ゲイズトラック / ベイズ線形回帰 / 平均場近似 / 変分ベイズ … More Except Principal Investigator … More 緑内障 / 深層学習 / 視野、光干渉断層計データの収集 / 深層正則化潜在線形回帰法 / 光干渉断層計 / 視野 / 視野測定 / 視野進行予測 / 放射線 / GSK3β / γH2AX / 低酸素 / 網膜神経節細胞 / neuroprotection / glaucoma / latanoprost / H4K20me / ATM / DNA damage response / RGC / アポトーシス / 視神経保護 / ラタノプロスト / ヒストンH4K20メチル化 / 53BP1 / γ-H2AX / DNA損傷応答 Less

Variational Bayesを用いた10-2視野の予測および測定Principal Investigator
- Principal Investigator
  
  村田博史
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 56060:Ophthalmology-related
- Research Institution
  National Center for Global Health and Medicine
  The University of Tokyo
深層学習、光干渉断層計測定結果を用いた変分近似ベイズ視野進行予測モデルの拡張
- Principal Investigator
  
  朝岡亮
- Project Period (FY)
  2018 – 2024
- Research Category
  
  Fund for the Promotion of Joint International Research (Fostering Joint International Research (B))
- Review Section
  
  Medium-sized Section 56:Surgery related to the biological and sensory functions and related fields
- Research Institution
  Seirei Christopher University
  The University of Tokyo
Developing faster visual field measurement with Bayes methodsPrincipal Investigator
- Principal Investigator
  
  Murata Hiroshi
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Ophthalmology
- Research Institution
  The University of Tokyo
緑内障手術の効果に対する眼組織構造の影響の解明と手術効果の事前予測モデルの構築
- Principal Investigator
  
  間山千尋
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Ophthalmology
- Research Institution
  The University of Tokyo
Development of a novel method to measure visual field
- Principal Investigator
  
  Asaoka Ryo
- Project Period (FY)
  2014 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Ophthalmology
- Research Institution
  The University of Tokyo
Investigation of visual field employing Bayes and machine learning methodPrincipal Investigator
- Principal Investigator
  
  MURATA Hiroshi
- Project Period (FY)
  2013 – 2014
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Ophthalmology
- Research Institution
  The University of Tokyo
DNA damage response in development of glaucoma
- Principal Investigator
  
  KATSURA Mari
- Project Period (FY)
  2011 – 2013
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Ophthalmology
- Research Institution
  The University of Tokyo

All 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 Other

All Journal Article Presentation Patent Other

[Journal Article] Comparison of two analyzer measurements focusing on material stiffness among normal, treatment-na?ve, and treated glaucoma eyes2023
- Author(s)
  Aoki Shuichiro、Asaoka Ryo、Fujino Yuri、Nakakura Shunsuke、Murata Hiroshi、Kiuchi Yoshiaki
- Journal Title
  
  Scientific Reports
  
  Volume: 13 Issue: 1 Pages: 96-96
- DOI
  10.1038/s41598-022-27346-w
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K09785, KAKENHI-PROJECT-20H01595
[Journal Article] Neuroprotective effect of the calcium channel blocker nilvadipine on retinal ganglion cell death in a mouse ocular hypertension model2023
- Author(s)
  Tsuruga Hidekazu、Murata Hiroshi、Araie Makoto、Aihara Makoto
- Journal Title
  
  Heliyon
  
  Volume: 9 Issue: 3 Pages: e13812-e13812
- DOI
  10.1016/j.heliyon.2023.e13812
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K09785
[Journal Article] Prediction of visual field progression in glaucoma: existing methods and artificial intelligence2023
- Author(s)
  Asaoka R, Murata H
- Journal Title
  
  Jpn J Ophthalmol
  
  Volume: 67(5) Issue: 5 Pages: 546-559
- DOI
  10.1007/s10384-023-01009-3
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18KK0253, KAKENHI-PROJECT-20K09784, KAKENHI-PROJECT-20K09785, KAKENHI-PROJECT-19H01114
[Journal Article] Investigating the clinical validity of the guided progression analysis definition with 10?2 visual field in retinitis pigmentosa2023
- Author(s)
  Asano Shotaro、Asaoka Ryo、Oishi Akio、Fujino Yuri、Murata Hiroshi、Azuma Keiko、Miyata Manabu、Obata Ryo、Inoue Tatsuya
- Journal Title
  
  PLOS ONE
  
  Volume: 18 Issue: 9 Pages: 1-11
- DOI
  10.1371/journal.pone.0291208
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K18337, KAKENHI-PROJECT-21K16893, KAKENHI-PROJECT-20K09785, KAKENHI-PROJECT-22K09793, KAKENHI-PROJECT-21K09716
[Journal Article] Comparing the structure-function relationship between the visual fields measured with variational Bayes linear regression and SITA standard2023
- Author(s)
  Asaoka R, Murata H, Fujino Y, Aoki S, Hirasawa K, Shoji N.
- Journal Title
  
  PlosOne
  
  Volume: 18(3) Issue: 3 Pages: 0282638-0282638
- DOI
  10.1371/journal.pone.0282638
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18KK0253, KAKENHI-PROJECT-20K09784, KAKENHI-PROJECT-20K09785
[Journal Article] Relationship between visual acuity and visual field and its reproducibility in patients with retinitis pigmentosa2022
- Author(s)
  Asaoka Ryo、Miyata Manabu、Oishi Akio、Fujino Yuri、Murata Hiroshi、Azuma Keiko、Obata Ryo、Inoue Tatsuya
- Journal Title
  
  Eye
  
  Volume: 02043 Issue: 6 Pages: 0-0
- DOI
  10.1038/s41433-022-02043-0
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K18337, KAKENHI-PROJECT-20K09785, KAKENHI-PROJECT-21K16893
[Journal Article] Faster algorithms to measure visual field using the variational Bayes linear regression model in glaucoma: comparison with SITA-Fast2022
- Author(s)
  Hirasawa Kazunori、Murata Hiroshi、Shimada Satoshi、Matsuno Mei、Shoji Nobuyuki、Asaoka Ryo
- Journal Title
  
  British Journal of Ophthalmology
  
  Volume: - Issue: 7 Pages: 946-952
- DOI
  10.1136/bjophthalmol-2021-320523
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K09785
[Journal Article] The number of examinations required for the accurate prediction of the progression of the central 10-degree visual field test in glaucoma2022
- Author(s)
  Omoto Takashi、Asaoka Ryo、Akagi Tadamichi、Oishi Akio、Miyata Manabu、Murata Hiroshi、Fujino Yuri、Hirasawa Kazunori、Inoue Tatsuya、Tanito Masaki、Shoji Nobuyuki
- Journal Title
  
  Scientific Reports
  
  Volume: 12 Issue: 1 Pages: 18843-18843
- DOI
  10.1038/s41598-022-23604-z
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K09785, KAKENHI-PROJECT-21K09716, KAKENHI-PROJECT-22K09808, KAKENHI-PROJECT-20K18337
[Journal Article] The Association Between Age and Systemic Variables and the Longitudinal Trend of Intraocular Pressure in a Large-Scale Health Examination Cohort2022
- Author(s)
  Asaoka Ryo、Obana Akira、Murata Hiroshi、Fujino Yuri、Omoto Takashi、Aoki Shuichiro、Muto Shigetaka、Takayanagi Yuji、Inoue Tatsuya、Tanito Masaki
- Journal Title
  
  Investigative Opthalmology & Visual Science
  
  Volume: 63 Issue: 11 Pages: 22-22
- DOI
  10.1167/iovs.63.11.22
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K09785
[Journal Article] Association between retinal sensitivity and the presence of quiescent choroidal neovascularization in pachychoroid diseases2022
- Author(s)
  Ozawa Rion、Azuma Keiko、Nomura Yoko、Murata Hiroshi、Asaoka Ryo、Kitamoto Kohdai、Ueda Kohei、Inoue Tatsuya、Obata Ryo
- Journal Title
  
  PLOS ONE
  
  Volume: 17 Issue: 7 Pages: 1543-1548
- DOI
  10.1371/journal.pone.0271543
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K09785, KAKENHI-PROJECT-19K18836, KAKENHI-PROJECT-21K16893
[Journal Article] Accuracy of pattern deviation in estimating the glaucomatous damage in the central 10° visual field in eyes with glaucoma and cataract2022
- Author(s)
  Tomita Ryo、Asaoka Ryo、Hirasawa Kazunori、Fujino Yuri、Nakakura Shunsuke、Murata Hiroshi、Omura Tetsuo、Shoji Nobuyuki、Obana Akira、Nishiguchi Koji M、Tanito Masaki
- Journal Title
  
  British Journal of Ophthalmology
  
  Volume: - Issue: 1 Pages: 78-83
- DOI
  10.1136/bjo-2022-322274
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K09785, KAKENHI-PROJECT-21K16870, KAKENHI-PROJECT-19H01114
[Journal Article] Deep learning-assisted (automatic) diagnosis of glaucoma using a smartphone2021
- Author(s)
  Nakahara Kenichi、Asaoka Ryo、Tanito Masaki、Shibata Naoto、Mitsuhashi Keita、Fujino Yuri、Matsuura Masato、Inoue Tatsuya、Azuma Keiko、Obata Ryo、Murata Hiroshi
- Journal Title
  
  British Journal of Ophthalmology
  
  Volume: 106 Issue: 4 Pages: 587-592
- DOI
  10.1136/bjophthalmol-2020-318107
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K09785, KAKENHI-PROJECT-18KK0253, KAKENHI-PROJECT-21K16893
[Journal Article] Improving Visual Field Trend Analysis with OCT and Deeply Regularized Latent-Space Linear Regression2021
- Author(s)
  Xu Linchuan、Asaoka Ryo、Murata Hiroshi、Kiwaki Taichi、Zheng Yuhui、Matsuura Masato、Fujino Yuri、Tanito Masaki、Mori Kazuhiko、Ikeda Yoko、Kanamoto Takashi、Yamanishi Kenji
- Journal Title
  
  Ophthalmology Glaucoma
  
  Volume: 4 Issue: 1 Pages: 78-88
- DOI
  10.1016/j.ogla.2020.08.002
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K09795, KAKENHI-PROJECT-18K18121, KAKENHI-PROJECT-18KK0253, KAKENHI-PROJECT-19H01114
[Journal Article] A Joint Multitask Learning Model for Cross-sectional and Longitudinal Predictions of Visual Field Using OCT2021
- Author(s)
  Asaoka R, Xu L, Murata H, Kiwaki T, Matsuura M, Fujino Y, Tanito M, Mori K, Ikeda Y, Kanamoto T, Inoue K, Yamagami J, Yamanishi K
- Journal Title
  
  Ophthalmology Science
  
  Volume: 1 Pages: 100055-100055
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18KK0253
[Journal Article] Comparing the usefulness of a new algorithm to measure visual field using the variational Bayes linear regression in glaucoma patients, in comparison to the Swedish interactive thresholding algorithm2021
- Author(s)
  Murata Hiroshi、Asaoka Ryo、Fujino Yuri、Matsuura Masato、Hirasawa Kazunori、Shimada Satoshi、Shoji Nobuyuki
- Journal Title
  
  British Journal of Ophthalmology
  
  Volume: - Issue: 5 Pages: 2020-318304
- DOI
  10.1136/bjophthalmol-2020-318304
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K09785, KAKENHI-PROJECT-20K18337, KAKENHI-PROJECT-20K09784
[Journal Article] Predicting 10-2 Visual Field From Optical Coherence Tomography in Glaucoma Using Deep Learning Corrected With 24-2/30-2 Visual Field2021
- Author(s)
  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
- Journal Title
  
  Translational Vision Science & Technology
  
  Volume: 10 Issue: 13 Pages: 28-28
- DOI
  10.1167/tvst.10.13.28
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K18121, KAKENHI-PROJECT-20K09785, KAKENHI-PROJECT-20K09795, KAKENHI-PROJECT-19H01114
[Journal Article] Investigating the clinical usefulness of definitions of progression with 10-2 visual field2021
- Author(s)
  Asano Shotaro、Murata Hiroshi、Fujino Yuri、Yamashita Takehiro、Miki Atsuya、Ikeda Yoko、Mori Kazuhiko、Tanito Masaki、Asaoka Ryo
- Journal Title
  
  British Journal of Ophthalmology
  
  Volume: - Pages: 497-451
- DOI
  10.1136/bjophthalmol-2020-318188
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K09785, KAKENHI-PROJECT-18KK0253, KAKENHI-PROJECT-19H01114
[Journal Article] A Computational Module for Joint Estimation and Progression Prediction of Glaucoma2021
- Author(s)
  Xu L, Asaoka R, Kiwaki T, Murata H, Fujino Y, Yamanishi K
- Journal Title
  
  Proceedings of ACM International Conference on Knowledge Discovery and Data Mining
  
  Volume: 1 Pages: 3826-3834
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18KK0253
[Journal Article] Predicting the Glaucomatous Central 10-Degree Visual Field From Optical Coherence Tomography Using Deep Learning and Tensor Regression2020
- Author(s)
  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
- Journal Title
  
  American Journal of Ophthalmology
  
  Volume: 218 Pages: 304-313
- DOI
  10.1016/j.ajo.2020.04.037
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K09795, KAKENHI-PROJECT-18K18121, KAKENHI-PROJECT-18KK0253, KAKENHI-PROJECT-19H01114
[Journal Article] Correlation Between the Myopic Retinal Deformation and Corneal Biomechanical Characteristics Measured With the Corvis ST Tonometry2019
- Author(s)
  Asano Shotaro、Asaoka Ryo、Yamashita Takehiro、Aoki Shuichiro、Matsuura Masato、Fujino Yuri、Murata Hiroshi、Nakakura Shunsuke、Nakao Yoshitaka、Kiuchi Yoshiaki
- Journal Title
  
  Translational Vision Science & Technology
  
  Volume: 8 Issue: 4 Pages: 26-26
- DOI
  10.1167/tvst.8.4.26
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K11426, KAKENHI-PROJECT-17K11482, KAKENHI-PROJECT-17K16959
[Journal Article] Relationship Between the Shift of the Retinal Artery Associated With Myopia and Ocular Response Analyzer Waveform Parameters.2019
- Author(s)
  Asano S, Asaoka R, Yamashita T, Aoki S, Matsuura M, Fujino Y, Murata H, Nakakura S, Nakao Y, Kiuchi Y.
- Journal Title
  
  Transl Vis Sci Technol
  
  Volume: 8 Issue: 2 Pages: 1-9
- DOI
  10.1167/tvst.8.2.15
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K11482, KAKENHI-PROJECT-17K11426, KAKENHI-PROJECT-17K16959
[Journal Article] Glaucoma Progression Prediction Using Retinal Thickness via Latent Space Linear Regression2019
- Author(s)
  Zheng Y, Xu L, Kiwaki T, Wang J, Murata H, Asaoka R, Yamanishi K
- Journal Title
  
  Proceedings of ACM International Conference on Knowledge Discovery and Data Mining
  
  Volume: 1 Pages: 2278-2286
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18KK0253
[Journal Article] Repeatability of the Novel Intraocular Pressure Measurement From Corvis ST2019
- Author(s)
  Matsuura Masato、Murata Hiroshi、Fujino Yuri、Yanagisawa Mieko、Nakao Yoshitaka、Nakakura Shunsuke、Kiuchi Yoshiaki、Asaoka Ryo
- Journal Title
  
  Translational Vision Science & Technology
  
  Volume: 8 Issue: 3 Pages: 48-48
- DOI
  10.1167/tvst.8.3.48
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K16959
[Journal Article] Validating Variational Bayes Linear Regression Method With Multi-Central Datasets2018
- Author(s)
  村田博史、Linda M. Zangwill、藤野友里、松浦将人、三木篤也、平澤一法、谷戸正樹、溝上史郎、森和彦、鈴木克佳、山下高明、柏木賢治、庄司信行、朝岡亮
- Journal Title
  
  Invest Ophthalmol Vis Sci
  
  Volume: 59 Issue: 5 Pages: 1897-1897
- DOI
  10.1167/iovs.17-22907
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K11418, KAKENHI-PROJECT-17K11478, KAKENHI-PROJECT-17K16959, KAKENHI-PROJECT-17K11426
[Journal Article] Association between Corneal Biomechanical Properties with Ocular Response Analyzer and Also CorvisST Tonometry, and Glaucomatous Visual Field Severity.2018
- Author(s)
  Hirasawa K, Matsuura M, Murata H, Nakakura S, Nakao Y, Kiuchi Y, Asaoka R.
- Journal Title
  
  Transl Vis Sci Technol.
  
  Volume: 6 Issue: 3 Pages: 18-18
- DOI
  10.1167/tvst.6.3.18
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K11482, KAKENHI-PROJECT-17K16959
[Journal Article] Asymmetric Patterns of Visual Field Defect in Primary Open-Angle and Primary Angle-Closure Glaucoma2018
- Author(s)
  Yousefi S、酒井寛、村田博史、藤野友里、Garway-Heath D, Weinreb R,、朝岡亮
- Journal Title
  
  Invest Ophthalmol Vis Sci
  
  Volume: 59 Issue: 3 Pages: 1279-1287
- DOI
  10.1167/iovs.17-22980
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K11418, KAKENHI-PROJECT-17K16959
[Journal Article] Detecting glaucomatous progression with infrequent visual field testing2018
- Author(s)
  Anderson Andrew J.、Asokan Rashima、Murata Hiroshi、Asaoka Ryo
- Journal Title
  
  Ophthalmic and Physiological Optics
  
  Volume: 38 Issue: 2 Pages: 174-182
- DOI
  10.1111/opo.12439
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K16959
[Journal Article] Changes in Axial Length and Progression of Visual Field Damage in Glaucoma.2018
- Author(s)
  Yanagisawa M, Yamashita T, Matsuura M, Fujino Y, Murata H, Asaoka R.
- Journal Title
  
  Invest Ophthalmol Vis Sci.
  
  Volume: 59 Issue: 1 Pages: 407-417
- DOI
  10.1167/iovs.17-22949
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K11426, KAKENHI-PROJECT-17K16959
[Journal Article] Evaluating the Usefulness of MP-3 Microperimetry in Glaucoma Patients2018
- Author(s)
  松浦将人、村田博史、藤野友里、平澤一法、柳沢美依子、朝岡亮
- Journal Title
  
  Am J Ophthalmol
  
  Volume: 187 Pages: 1-9
- DOI
  10.1016/j.ajo.2017.12.002
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K11418, KAKENHI-PROJECT-17K16959
[Journal Article] Investigating the usefulness of a cluster-based trend analysis to detect visual field progression in patients with open-angle glaucoma.2017
- Author(s)
  Aoki S, Murata H, Fujino Y, Matsuura M, Miki A, Tanito M, Mizoue S, Mori K, Suzuki K, Yamashita T, Kashiwagi K, Hirasawa K, Shoji N, Asaoka R.
- Journal Title
  
  Br J Ophthalmol
  
  Volume: 101 Issue: 12 Pages: 1658-1665
- DOI
  10.1136/bjophthalmol-2016-310069
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K11426, KAKENHI-PROJECT-17K16959
[Journal Article] Developing an Item Bank to Measure Quality of Life in Individuals With Glaucoma, and the Results of the Interview With Patients: The Effect of Visual Function, Visual Field Progression Rate, Medical, and Surgical Treatments on Quality of Life2017
- Author(s)
  Matsuura M, Hirasawa K, Hirasawa H, Yanagisawa M, Murata H, Mayama C, Asaoka R
- Journal Title
  
  J glaucoma
  
  Volume: 26 Issue: 2 Pages: e64-e73
- DOI
  10.1097/ijg.0000000000000554
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-26462679, KAKENHI-PROJECT-15K20250
[Journal Article] Predicting Future Self-Reported Motor Vehicle Collisions in Subjects with Primary Open-Angle Glaucoma Using the Penalized Support Vector Machine Method2017
- Author(s)
  Yuki Kenya、Asaoka Ryo、Awano-Tanabe Sachiko、Ono Takeshi、Shiba Daisuke、Murata Hiroshi、Tsubota Kazuo
- Journal Title
  
  Translational Vision Science & Technology
  
  Volume: 6 Issue: 3 Pages: 14-14
- DOI
  10.1167/tvst.6.3.14
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K16959
[Journal Article] Goldmann V Standard Automated Perimetry Underestimates Central Visual Sensitivity in Glaucomatous Eyes with Increased Axial Length2017
- Author(s)
  Yanagisawa Mieko、Murata Hiroshi、Matsuura Masato、Fujino Yuri、Hirasawa Kazunori、Asaoka Ryo
- Journal Title
  
  Translational Vision Science & Technology
  
  Volume: 6 Issue: 5 Pages: 13-13
- DOI
  10.1167/tvst.6.5.13
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K16959
[Journal Article] The usefulness of CorvisST Tonometry and the Ocular Response Analyzer to assess the progression of glaucoma2017
- Author(s)
  Matsuura M, Hirasawa K, Murata H, Nakakura S, Kiuchi Y, Asaoka R
- Journal Title
  
  Sci Rep
  
  Volume: 17 Issue: 1 Pages: 40798-40798
- DOI
  10.1038/srep40798
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-26462679, KAKENHI-PROJECT-15K00438
[Journal Article] Validating the Usefulness of the "Random Forests" Classifier to Diagnose Early Glaucoma With Optical Coherence Tomography2016
- Author(s)
  Asaoka R, Hirasawa K, Iwase A, Fujino Y, Murata H, Shoji N, Araie M
- Journal Title
  
  Am J Ophthalmol
  
  Volume: 174 Pages: 95-103
- DOI
  10.1016/j.ajo.2016.11.001
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26462679
[Journal Article] Detecting Preperimetric Glaucoma with Standard Automated Perimetry Using a Deep Learning Classifier2016
- Author(s)
  Asaoka R, Murata H, Iwase A, Araie M
- Journal Title
  
  Ophthalmology
  
  Volume: 123 Issue: 9 Pages: 1974-1980
- DOI
  10.1016/j.ophtha.2016.05.029
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-26462679
[Journal Article] Evaluation of Glaucoma Progression in Large-Scale Clinical Data: The Japanese Archive of Multicentral Databases in Glaucoma (JAMDIG).2016
- Author(s)
  Fujino Y, Asaoka R, Murata H, Miki A, Tanito M, Mizoue S, Mori K, Suzuki K, Yamashita T, Kashiwagi K, Shoji N
- Journal Title
  
  Invest Ophthalmol Vis Sci.
  
  Volume: 57 Issue: 4 Pages: 2012-2020
- DOI
  10.1167/iovs.15-19046
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26462643, KAKENHI-PROJECT-26462679, KAKENHI-PROJECT-26462682
[Journal Article] Effects of ocular and systemic factors on the progression of glaucomatous visual field damage in various sectors.2016
- Author(s)
  Asaoka R, Murata H, Fujino Y, Hirasawa K, Tanito M, Mizoue S, Mori K, Suzuki K, Yamashita T, Kashiwagi K, Miki A, Shoji N
- Journal Title
  
  Br J Ophthalmol.
  
  Volume: － Issue: 8 Pages: 1071-1075
- DOI
  10.1136/bjophthalmol-2016-309643
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26462643, KAKENHI-PROJECT-26462679, KAKENHI-PROJECT-26462682, KAKENHI-PROJECT-17K11426
[Journal Article] A novel method to predict visual field progression more accurately, using intraocular pressure measurements in glaucoma patients2016
- Author(s)
  Asaoka R, Fujino Y, Murata H, Miki A, Tanito M, Mizoue S, Mori K, Suzuki K, Yamashita T, Kashiwagi K, Shoji N, Japanese Archive of Multicentral Database in Glaucoma (JAMDIG) construction group
- Journal Title
  
  Sci Rep
  
  Volume: 26 Issue: 1 Pages: 31728-31728
- DOI
  10.1038/srep31728
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26462679, KAKENHI-PROJECT-26462682
[Journal Article] Do pattern deviation values accurately estimate glaucomatous visual field damage in eyes with glaucoma and cataract?2015
- Author(s)
  A. Matsuda, T. Hara, K. Miyata, H. Matsuo, H. Murata, C. Mayama and R. Asaoka
- Journal Title
  
  The British journal of ophthalmology
  
  Volume: 99 Issue: 9 Pages: 1240-1244
- DOI
  10.1136/bjophthalmol-2014-306019
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25861618
[Journal Article] Targeting a Low-Teen Intraocular Pressure by Trabeculectomy With a Fornix-based Conjunctival Flap: Continuous Japanese Case Series by a Single Surgeon2015
- Author(s)
  Y. Aoyama, H. Murata and M. Aihara
- Journal Title
  
  Journal of glaucoma
  
  Volume: 24 Issue: 3 Pages: 225-232
- DOI
  10.1097/ijg.0000000000000219
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25861618
[Journal Article] The usefulness of gaze tracking as an index of visual field reliability in glaucoma patients.2015
- Author(s)
  Ishiyama Y, Murata H, Hirasawa H, Asaoka R.
- Journal Title
  
  Invest Ophthalmol Vis Sci
  
  Volume: 56 Issue: 13 Pages: 7801-7805
- DOI
  10.1167/iovs.15-17988
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-26462679, KAKENHI-PROJECT-15K20250
[Journal Article] The usefulness of gaze tracking as an index of visual field reliability in glaucoma patients.2015
- Author(s)
  Ishiyama Y, Murata H, Asaoka R
- Journal Title
  
  Invest Ophthalmol Vis Sci
  
  Volume: 56 Issue: 11 Pages: 6233-6
- DOI
  10.1167/iovs.15-17661
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-26462679
[Journal Article] Applying 'Lasso' regression to predict future visual field progression in glaucoma2015
- Author(s)
  Y. Fujino, H. Murata, C. Mayama and R. Asaoka
- Journal Title
  
  Investigative ophthalmology & visual science
  
  Volume: 56 Issue: 4 Pages: 2334-9
- DOI
  10.1167/iovs.15-16445
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-25861618, KAKENHI-PROJECT-25861619, KAKENHI-PROJECT-26462679
[Journal Article] A Method to Measure Visual Field Sensitivity at the edges of Glaucomatous Scotomata.2014
- Author(s)
  Aoyama Y, Murata H, Tahara M, Yanagisawa M, Hirasawa K, Mayama C, Asaoka R.
- Journal Title
  
  Investigative ophthalmology & visual science
  
  Volume: in press Issue: 4 Pages: 2584-91
- DOI
  10.1167/iovs.13-13616
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25861618, KAKENHI-PROJECT-25861619
[Journal Article] Identifying "preperimetric" glaucoma in standard automated perimetry visual fields2014
- Author(s)
  Asaoka R, Iwase A, Hirasawa K, Murata H, Araie M
- Journal Title
  
  Invest Ophthalmol Vis Sci
  
  Volume: 12 Issue: 12 Pages: 7814-7820
- DOI
  10.1167/iovs.14-15120
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-26462679
[Journal Article] Combining multiple HRT parameters using the 'Random Forests' method improves the diagnostic accuracy of glaucoma, in emmetropic and highly myopic eyes2014
- Author(s)
  Asaoka R, Iwase A, Tsutsumi T, Saito H, Otani S, Miyata K, Murata H, Mayama C, Araie M.
- Journal Title
  
  Investigative ophthalmology & visual science
  
  Volume: in press Issue: 4 Pages: 2482-2482
- DOI
  10.1167/iovs.14-14009
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25861618
[Journal Article] Impact of better and worse eye damage on quality of life in advanced glaucoma2014
- Author(s)
  Okamoto M, Sugisaki K, Murata H, Hirasawa H, Mayama C, Asaoka R.
- Journal Title
  
  Scientific reports
  
  Volume: 4 Issue: 1 Pages: 4144-4144
- DOI
  10.1038/srep04144
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25861618, KAKENHI-PROJECT-25861619
[Journal Article] Clustering visual field test points based on rates of progression to improve the prediction of future damage.2014
- Author(s)
  Hirasawa K, Murata H, Hirasawa H, Mayama C, Asaoka R.
- Journal Title
  
  Invest Ophthalmol Vis Sci.
  
  Volume: 55 Issue: 11 Pages: 7681-5
- DOI
  10.1167/iovs.14-15040
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-25861619, KAKENHI-PROJECT-26462679
[Journal Article] A new approach to measure visual field progression in glaucoma patients using variational bayes linear regression2014
- Author(s)
  H. Murata, M. Araie and R. Asaoka
- Journal Title
  
  Investigative ophthalmology & visual science
  
  Volume: 12 Issue: 12 Pages: 8386-8392
- DOI
  10.1167/iovs.14-14625
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-25861618, KAKENHI-PROJECT-26462679
[Journal Article] An objective evaluation of gaze tracking in Humphrey perimetry and the relation with the reproducibility of visual fields: a pilot study in glaucoma2014
- Author(s)
  Y. Ishiyama, H. Murata, C. Mayama and R. Asaoka
- Journal Title
  
  Investigative ophthalmology & visual science
  
  Volume: 55 Issue: 12 Pages: 8149-52
- DOI
  10.1167/iovs.14-15541
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-25861618, KAKENHI-PROJECT-25861619, KAKENHI-PROJECT-26462679
[Journal Article] Detection of progression of glaucomatous visual field damage using the point-wise method with the binomial test2013
- Author(s)
  Karakawa A, Murata H, Hirasawa H, Mayama C, Asaoka R.
- Journal Title
  
  PloS one
  
  Volume: 8 Issue: 10 Pages: e78630-e78630
- DOI
  10.1371/journal.pone.0078630
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25861618
[Journal Article] Intraocular pressure change over a habitual 24-hour period after changing posture or drinking water and related factors in normal tension glaucoma.2013
- Author(s)
  Sakata R, Aihara M, Murata H, Saito H, Iwase A, Yasuda N, Araie M.
- Journal Title
  
  Investigative ophthalmology & visual science
  
  Volume: 54 Issue: 8 Pages: 5913-20
- DOI
  10.1167/iovs.13-11792
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25861618
[Journal Article] Cross-sectional study: Does combining optical coherence tomography measurements using the 'Random Forest' decision tree classifier improve the prediction of the presence of perimetric deterioration in glaucoma suspects?2013
- Author(s)
  Sugimoto K, Murata H, Hirasawa H, Aihara M, Mayama C, Asaoka R.
- Journal Title
  
  BMJ open
  
  Volume: 3 Issue: 10 Pages: e003114-e003114
- DOI
  10.1136/bmjopen-2013-003114
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25861618
[Patent] 視野検査装置2016
- Inventor(s)
  山西健司、上坂俊允、森野　佳生、朝岡亮、村田博史
- Industrial Property Rights Holder
  山西健司、上坂俊允、森野　佳生、朝岡亮、村田博史
- Industrial Property Rights Type
  特許
- Industrial Property Number
  2016-215556
- Filing Date
  2016-11-02
- Data Source
  KAKENHI-PROJECT-26462679
[Presentation] Variational Bayes を用いた視野測定アルゴリズム2019
- Author(s)
  村田　博史、藤野　友里、松浦　将人、島田　賢、朝岡　亮
- Organizer
  日本視野画像学会
- Data Source
  KAKENHI-PROJECT-17K16959
[Presentation] Bayes linear regression with variational autoenocder2019
- Author(s)
  Hiroshi Murata, Ryo Asaoka
- Organizer
  8th World Glaucoma Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18KK0253
[Presentation] Glaucoma Progression Prediction Using Retinal Thickness via Latent Space Linear Regression2019
- Author(s)
  Zheng Y, Xu L, Kiwaki T, Wang J, Murata H, Asaoka R, Yamanishi K
- Organizer
  ACM International Conference on Knowledge Discovery and Data Mining
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18KK0253
[Presentation] 網膜動脈位置での補正による緑内障における構造機能連関の改善2016
- Author(s)
  藤野友里、山下高明、柳沢美衣子、村田博史、朝岡亮
- Organizer
  第２７回日本緑内障学会
- Place of Presentation
  横浜
- Year and Date
  2016-09-17
- Data Source
  KAKENHI-PROJECT-26462679
[Presentation] Validating variational Bayes linear regression model with multicentral data2016
- Author(s)
  Murata H, Fujino Y, Asaoka R
- Organizer
  国際視野学会
- Place of Presentation
  Italy, Udine
- Year and Date
  2016-09-27
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26462679
[Presentation] 日本人後ろ向き多施設緑内障データベース(JAMDIG) 緑内障視野進行の評価2016
- Author(s)
  藤野友里、朝岡亮、村田博史、三木篤也、谷戸正樹、溝上史郎、森和彦、鈴木克佳、山下高明、柏木賢治、庄司信行
- Organizer
  第5回日本視野学会学術集会
- Place of Presentation
  神戸
- Year and Date
  2016-05-14
- Data Source
  KAKENHI-PROJECT-26462679
[Presentation] Data augmentation for predicting future visual field.2016
- Author(s)
  Murata H, Asaoka R
- Organizer
  World Ophthalmology Conference
- Place of Presentation
  メキシコ、Guadalajara
- Year and Date
  2016-02-05
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26462679
[Presentation] Corvis STによる角膜生体力学的特性と緑内障視野進行速度の関連の検討2016
- Author(s)
  松浦将人、平澤一法、村田博史、中尾善隆、中倉俊佑、木内良明、朝岡亮
- Organizer
  第２７回日本緑内障学会
- Place of Presentation
  横浜
- Year and Date
  2016-09-17
- Data Source
  KAKENHI-PROJECT-26462679
[Presentation] Adjusting circumpapillary retinal nerve fiber layer thickness profile measured with optical coherence tomography using the retinal artery position improves the structure-function relationship2016
- Author(s)
  Fujino Y, Yamashita T, Yanagisawa M, Murata H, Asaoka R
- Organizer
  国際視野学会
- Place of Presentation
  Italy, Udine
- Year and Date
  2016-09-27
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26462679
[Presentation] 緑内障の機能―構造解析におけるゲイズトラック記録および信頼性指標の有用性2016
- Author(s)
  平澤裕代、石山由佳子、村田博史、朝岡亮
- Organizer
  第120回日本眼科学会総会
- Place of Presentation
  仙台
- Year and Date
  2016-04-07
- Data Source
  KAKENHI-PROJECT-26462679
[Presentation] 緑内障の構造－機能解析におけるゲイズトラック記録および信頼性指標の有用性2016
- Author(s)
  平澤裕代、村田博史、朝岡亮
- Organizer
  第120回日本眼科学会総会
- Place of Presentation
  仙台
- Year and Date
  2016-04-07
- Data Source
  KAKENHI-PROJECT-26462679
[Presentation] Investigating the usefulness of cluster trend analysis2016
- Author(s)
  Aoki S, Murata H, Asaoka R
- Organizer
  国際視野学会
- Place of Presentation
  Italy, Udine
- Year and Date
  2016-09-27
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26462679
[Presentation] Investigation of the usefulness of Octopus EyeSuite’s Cluster Trend Analysis2016
- Author(s)
  朝岡亮、村田博史
- Organizer
  United Kingdom and Eire Glaucoma Society
- Place of Presentation
  英国、チェルトナム
- Year and Date
  2016-11-06
- Data Source
  KAKENHI-PROJECT-26462679
[Presentation] The usefulness of CorvisST and the Ocular Response Analyzer to assess the progression of glaucoma2016
- Author(s)
  Matsuura M, Hirasawa K, Murata H, Nakao Y, Nakakura S, Kiuchi Y, Asaoka R
- Organizer
  国際視野学会
- Place of Presentation
  Italy, Udine
- Year and Date
  2016-09-27
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26462679
[Presentation] タイムシフトによる視野予測改善2015
- Author(s)
  村田博史、朝岡亮
- Organizer
  第26回日本緑内障学会
- Place of Presentation
  ウィンク愛知（愛知県名古屋市）
- Year and Date
  2015-09-12
- Data Source
  KAKENHI-PROJECT-26462679
[Presentation] ﾍﾞｲｽﾞ線形回帰を用いた視野予測
- Author(s)
  村田博史、朝岡亮
- Organizer
  第68回日本臨床眼科学会
- Place of Presentation
  神戸
- Year and Date
  2014-10-13 – 2014-10-16
- Data Source
  KAKENHI-PROJECT-26462679
[Presentation] 視野予測モデルの予測誤差に及ぼす因子の検討
- Author(s)
  村田博史、朝岡亮
- Organizer
  第119回日本眼科学会総会
- Place of Presentation
  札幌
- Year and Date
  2015-04-16 – 2015-04-19
- Data Source
  KAKENHI-PROJECT-26462679
[Presentation] Comparisons of robust linear regression and simple linear regression models in predicting visual field progression
- Author(s)
  Taketani Y, Murata H, Asaoka R
- Organizer
  21th International Imaging and Perimetry Symposium
- Place of Presentation
  New York
- Year and Date
  2014-09-09 – 2014-09-12
- Data Source
  KAKENHI-PROJECT-26462679
[Presentation] The gaze tracking and the test-retest reproducibility of visual field
- Author(s)
  Ishiyama Y, Murata H, Mayama C, Asaoka R.
- Organizer
  21th International Imaging and Perimetry Symposium
- Place of Presentation
  New York
- Year and Date
  2014-09-09 – 2014-09-12
- Data Source
  KAKENHI-PROJECT-26462679
[Presentation] MDとゲイズトラッキング、視野信頼性指標の関連に関する検討
- Author(s)
  石山由佳子、村田博史、間山千尋、朝岡亮
- Organizer
  第119回日本眼科学会総会
- Place of Presentation
  神戸
- Year and Date
  2014-10-13 – 2014-10-16
- Data Source
  KAKENHI-PROJECT-26462679
[]

1. ASAOKA Ryo (00362202)

# of Collaborated Projects: 5 results

# of Collaborated Products: 54 results
2. FUJINO YURI (20768254)

# of Collaborated Projects: 2 results

# of Collaborated Products: 11 results
3. MATSUURA MASATO (00768351)

# of Collaborated Projects: 2 results

# of Collaborated Products: 5 results
4. KATSURA Mari (30436571)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. AIHARA Makoto (80222462)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 間山千尋 (50570701)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
7. 結城賢弥 (00365347)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 谷戸正樹 (30284037)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
9. 平澤一法 (80724343)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
10. SATO RYUICHI

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results
11. 木内良明

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results
12. 山下高明

# of Collaborated Projects: 0 results

# of Collaborated Products: 5 results
13. 池田陽子

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results
14. 森和彦

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results
15. 木脇太一

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

MURATA HIROSHI 村田 博史

MURATA Hiroshi 村田 博史

Research Projects

Research Products

Co-Researchers

Variational Bayesを用いた10-2視野の予測および測定Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

深層学習、光干渉断層計測定結果を用いた変分近似ベイズ視野進行予測モデルの拡張

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Developing faster visual field measurement with Bayes methodsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

緑内障手術の効果に対する眼組織構造の影響の解明と手術効果の事前予測モデルの構築

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Development of a novel method to measure visual field

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Investigation of visual field employing Bayes and machine learning methodPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

DNA damage response in development of glaucoma

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Comparison of two analyzer measurements focusing on material stiffness among normal, treatment-na?ve, and treated glaucoma eyes2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Neuroprotective effect of the calcium channel blocker nilvadipine on retinal ganglion cell death in a mouse ocular hypertension model2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Prediction of visual field progression in glaucoma: existing methods and artificial intelligence2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Investigating the clinical validity of the guided progression analysis definition with 10?2 visual field in retinitis pigmentosa2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Comparing the structure-function relationship between the visual fields measured with variational Bayes linear regression and SITA standard2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Relationship between visual acuity and visual field and its reproducibility in patients with retinitis pigmentosa2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Faster algorithms to measure visual field using the variational Bayes linear regression model in glaucoma: comparison with SITA-Fast2022

Author(s)

Journal Title

MURATA HIROSHI 村田博史

MURATA Hiroshi 村田博史