Fujino Yuri 藤野友里

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FUJINO YURI 藤野友里

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Researcher Number	20768254
Affiliation (Current)	2025: 島根大学, 医学部, 医療技術職員
Affiliation (based on the past Project Information) *help	2020 – 2023: 島根大学, 医学部, 客員研究員 2016 – 2020: 東京大学, 医学部附属病院, 特任研究員
Review Section/Research Field	Principal Investigator Basic Section 56060:Ophthalmology-related / Ophthalmology Except Principal Investigator Medium-sized Section 56:Surgery related to the biological and sensory functions and related fields / Ophthalmology
Keywords	Principal Investigator 機械学習 / 視野 / 視野測定 / 眼科学 / 臨床研究 / 眼科 / 光干渉断層計 / 緑内障 Except Principal Investigator 緑内障 / 深層学習 … More / 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 Less

網膜色素変性症におけるベイズ法を用いた視野進行予測モデルの構築・検証Principal Investigator
- Principal Investigator
  
  藤野友里
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 56060:Ophthalmology-related
- Research Institution
  Shimane University
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
Estimation of visual field sensitivity from retinal thickness using deep learning neural networkPrincipal Investigator
- Principal Investigator
  
  Fujino Yuri
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- 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

All 2023 2022 2021 2020 2019 2018 2017 2016 2015

All Journal Article Presentation

[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] 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] 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] Association between the number of visual fields and the accuracy of future prediction in eyes with retinitis pigmentosa2021
- Author(s)
  Asaoka Ryo、Oishi Akio、Fujino Yuri、Murata Hiroshi、Azuma Keiko、Miyata Manabu、Obata Ryo、Inoue Tatsuya
- Journal Title
  
  BMJ Open Ophthalmology
  
  Volume: 6 Issue: 1 Pages: e000900-e000900
- DOI
  10.1136/bmjophth-2021-000900
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K09929, KAKENHI-PROJECT-21K09716, KAKENHI-PROJECT-20K18337, KAKENHI-PROJECT-21K16893
[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] Predicting the glaucomatous central 10 degrees visual field from optical coherence tomography using deep learning and tensor regression.2020
- Author(s)
  Xu L, Asaoka R, Kiwaki T, Murata H, Fujino Y, Matsuura M, Hashimoto Y, Asano S, Miki A, Mori K, Ikeda Y, Kanamoto T, Yamagami J, Inoue K, Tanito M, Yamanishi K.
- Journal Title
  
  Am J Ophthalmol
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K16960
[Journal Article] Mapping the Central 10° Visual Field to the Optic Nerve Head Using the Structure?Function Relationship2018
- Author(s)
  Fujino Yuri、Murata Hiroshi、Matsuura Masato、Yanagisawa Mieko、Shoji Nobuyuki、Inoue Kenji、Yamagami Junkichi、Asaoka Ryo
- Journal Title
  
  Investigative Opthalmology & Visual Science
  
  Volume: 59 Issue: 7 Pages: 2801-2801
- DOI
  10.1167/iovs.17-23485
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K16960
[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] 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] 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
[Presentation] Comparing the structure-function relationship between the strategies of SITA standard and KOWA Smart2022
- Author(s)
  藤野友里
- Organizer
  Imaging and Perimetry Society
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K18337
[Presentation] Data augmentation を用いた視野進行予測の有用性の検討2019
- Author(s)
  松浦　将人、村田博史、藤野友里、三木篤也、谷戸正樹、溝上志朗、森和彦、鈴木克佳、山下高明、柏木賢治、庄司信行、朝岡亮
- Organizer
  日本視野画像学会
- Data Source
  KAKENHI-PROJECT-17K16960
[Presentation] Rates of Visual Field Loss in Primary Open-Angle Glaucoma and Primary Angle-Closure Glaucoma2018
- Author(s)
  藤野友里
- Organizer
  第29回日本緑内障学会
- Data Source
  KAKENHI-PROJECT-17K16960
[Presentation] 中心10度視野測定点の視神経乳頭マップのStructure-functionからの検証2017
- Author(s)
  藤野友里、村田博史、柳澤美衣子、井上賢治、山上淳吉、朝岡亮
- Organizer
  第28回日本緑内障学会
- Data Source
  KAKENHI-PROJECT-17K16960
[Presentation] The association between photoreceptor layer thickness measured by optical coherence　tomography and visual sensitivity in glaucomatous eyes.2017
- Author(s)
  Yuri Fujino, Hiroshi Murata, Masato Matsuura, Tatsuya Inoue, Kenji Inoue, Junkichi Yamagami, Ryo Asaoka
- Organizer
  Glaucoma Society United Kingdom Eire
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K16960
[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] 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

1. Asaoka Ryo (00362202)

# of Collaborated Projects: 2 results

# of Collaborated Products: 14 results
2. MURATA HIROSHI (80635748)

# of Collaborated Projects: 2 results

# of Collaborated Products: 14 results
3. MATSUURA MASATO (00768351)

# of Collaborated Projects: 2 results

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

# of Collaborated Projects: 1 results

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

# of Collaborated Projects: 1 results

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

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
7. SATO RYUICHI

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results
8. 池田陽子

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results
9. 森和彦

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results
10. 大石明生

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
11. 山下高明

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results

Fujino Yuri 藤野 友里

FUJINO YURI 藤野 友里

Research Projects

Research Products

Co-Researchers

網膜色素変性症におけるベイズ法を用いた視野進行予測モデルの構築・検証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

Estimation of visual field sensitivity from retinal thickness using deep learning neural networkPrincipal Investigator

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

[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] The number of examinations required for the accurate prediction of the progression of the central 10-degree visual field test in glaucoma2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Deep learning-assisted (automatic) diagnosis of glaucoma using a smartphone2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Improving Visual Field Trend Analysis with OCT and Deeply Regularized Latent-Space Linear Regression2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A Joint Multitask Learning Model for Cross-sectional and Longitudinal Predictions of Visual Field Using OCT2021

Author(s)

Journal Title

Data Source

[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)

Journal Title

DOI

Data Source

[Journal Article] Association between the number of visual fields and the accuracy of future prediction in eyes with retinitis pigmentosa2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Investigating the clinical usefulness of definitions of progression with 10-2 visual field2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] A Computational Module for Joint Estimation and Progression Prediction of Glaucoma2021

Author(s)

Fujino Yuri 藤野友里

FUJINO YURI 藤野友里

[Presentation] The association between photoreceptor layer thickness measured by optical coherence　tomography and visual sensitivity in glaucomatous eyes.2017