Nomura Yukihiro 野村行弘

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NOMURA Yukihiro 野村行弘

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Researcher Number	60436491
Other IDs
Affiliation (Current)	2025: 千葉大学, フロンティア医工学センター, 准教授 2025: 東京大学, 医学部附属病院, 特任研究員
Affiliation (based on the past Project Information) *help	2023 – 2024: 千葉大学, フロンティア医工学センター, 准教授 2019 – 2020: 東京大学, 医学部附属病院, 特任講師 2011 – 2018: 東京大学, 医学部附属病院, 特任研究員
Review Section/Research Field	Principal Investigator Basic Section 90130:Medical systems-related / Medical systems / Medical systems Except Principal Investigator Basic Section 53010:Gastroenterology-related / Basic Section 62010:Life, health and medical informatics-related / Basic Section 56050:Otorhinolaryngology-related / Sections That Are Subject to Joint Review: Basic Section90130:Medical systems-related , Basic Section90140:Medical technology assessment-related / Basic Section 90140:Medical technology assessment-related / Basic Section 90130:Medical systems-related
Keywords	Principal Investigator 診断支援システム / 医用画像 / ディープラーニング / 機械学習 / 遠隔読影 / 診断傾向 / CT / リンパ浮腫 / ラベル / 異常検知 … More / セグメンテーション / 画素識別処理 / オンライン学習 / 転移学習 / 多施設連携 / 脳動脈瘤 / 遠隔読影環境 / 見落とし / 統計モデル / 画像診断システム … More Except Principal Investigator 人工知能 / 深達度診断 / 内視鏡 / 大腸がん / AI / 大腸癌 / 診断 / ファインチューニング / 自然言語処理 / 医中誌 / BERT / LPRD / 咽喉頭逆流 / 肝臓 / 生体物性 / 音響特性 / データベース / 肝疾患 / 定量診断 / 非侵襲 / 超音波 Less

CT画像上の器質的変化に着目した下肢リンパ浮腫診断支援手法に関する研究Principal Investigator
- Principal Investigator
  
  野村行弘
- Project Period (FY)
  2024 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 90130:Medical systems-related
- Research Institution
  Chiba University
Non-invasive quantitative evaluation of liver diseases using comprehensive biophysical properties database as basis for ultrasound pathology
- Principal Investigator
  
  山口匡
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 90130:Medical systems-related
  Basic Section 90140:Medical technology assessment-related
  Sections That Are Subject to Joint Review: Basic Section90130:Medical systems-related , Basic Section90140:Medical technology assessment-related
- Research Institution
  Chiba University
Development of LPRD diagnosis support system using artificial intelligence
- Principal Investigator
  
  鈴木猛司
- Project Period (FY)
  2023 – 2026
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 56050:Otorhinolaryngology-related
- Research Institution
  Chiba University
Development of a BERT Fine-Tuning Model Specialized in Diagnosis.
- Principal Investigator
  
  横川大樹
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 62010:Life, health and medical informatics-related
- Research Institution
  Chiba University
Development of an endoscopic diagnosis system for colorectal cancer using artificial intelligence
- Principal Investigator
  
  Matsumura Tomoaki
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 53010:Gastroenterology-related
- Research Institution
  Chiba University
Study for performance improvement of automated lesion detection system in medical images using weakly-labeled dataPrincipal Investigator
- Principal Investigator
  
  Nomura Yukihiro
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 90130:Medical systems-related
- Research Institution
  The University of Tokyo
Dynamic performance improvement in computer-assisted detection system for diagnostic imaging by combined application of online learning and transfer learningPrincipal Investigator
- Principal Investigator
  
  Nomura Yukihiro
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Medical systems
- Research Institution
  The University of Tokyo
Performance improvement of computer-assisted detection/diagnosis system by considering diversity of image data and temporal change of radiologists' reading characteristicsPrincipal Investigator
- Principal Investigator
  
  NOMURA Yukihiro
- Project Period (FY)
  2013 – 2014
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Medical systems
- Research Institution
  The University of Tokyo
Study for synergic performance improvement of computer-assisted detection/diagnosis system and radiologists in clinical readingenvironmentPrincipal Investigator
- Principal Investigator
  
  NOMURA Yukihiro
- Project Period (FY)
  2011 – 2012
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Medical systems
- Research Institution
  The University of Tokyo

All 2021 2020 2019 2018 2017 2016 2014 2013 2012 2011 Other

All Journal Article Presentation

[Journal Article] Unsupervised Deep Anomaly Detection in Chest Radiographs2021
- Author(s)
  Nakao Takahiro、Hanaoka Shouhei、Nomura Yukihiro、Murata Masaki、Takenaga Tomomi、Miki Soichiro、Watadani Takeyuki、Yoshikawa Takeharu、Hayashi Naoto、Abe Osamu
- Journal Title
  
  Journal of Digital Imaging
  
  Volume: n/a Issue: 2 Pages: 418-427
- DOI
  10.1007/s10278-020-00413-2
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K12095, KAKENHI-PROJECT-18K12096
[Journal Article] Novel platform for development, training, and validation of computer-assisted detection/diagnosis software2020
- Author(s)
  Nomura Y, Miki S, Hayashi N, Hanaoka S, Sato I, Yoshikawa T, Masutani Y, Abe O
- Journal Title
  
  Int J Comput Assist Radiol Surg
  
  Volume: 15 Issue: 4 Pages: 661-672
- DOI
  10.1007/s11548-020-02132-z
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K12096, KAKENHI-PROJECT-17K17661
[Journal Article] Development of training environment for deep learning with medical images on supercomputer system based on asynchronous parallel Bayesian optimization2020
- Author(s)
  Nomura Y, Sato I, Hanawa T, Hanaoka S, Nakao T, Takenaga T, Hoshino T, Sekiya Y, Miki S, Yoshikawa T, Hayashi N, Abe O
- Journal Title
  
  Journal of Supercomputing
  
  Volume: － Issue: 9 Pages: 7315-7332
- DOI
  10.1007/s11227-020-03164-7
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K12096
[Journal Article] Can the spherical gold standards be used as an alternative to painted gold standards for the computerized detection of lesions using voxel-based classification?2018
- Author(s)
  Nomura Y, Hayashi N, Hanaoka S, Takenaga T, Nemoto M, Miki S, Yoshikawa T, Abe O
- Journal Title
  
  Japanese Journal of Radiology
  
  Volume: 37 Issue: 3 Pages: 264-273
- DOI
  10.1007/s11604-018-0784-6
- NAID
  210000187082
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K12096
[Journal Article] オンライン学習および転移学習の併用による画像診断支援システムの動的高性能化2017
- Author(s)
  吉川健啓、野村行弘、佐藤一誠、林直人、花岡昇平、三木聡一郎、阿部修
- Journal Title
  
  臨床放射線
  
  Volume: 62 Pages: 1237-1243
- Data Source
  KAKENHI-PROJECT-15K01325
[Journal Article] Effects of iterative reconstruction algorithms on computer-assisted detection (CAD) software for lung nodules in ultra-low-dose CT for lung cancer screening2017
- Author(s)
  Nomura Y, Higaki T, Fujita M, Miki S, Awaya Y, Nakanishi T, Yoshikawa T, Hayashi N, Awai K
- Journal Title
  
  Academic Radiology
  
  Volume: 24 Issue: 2 Pages: 124-130
- DOI
  10.1016/j.acra.2016.09.023
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15K01325
[Journal Article] 遠隔読影環境における多施設連携型CAD 開発、実運用、および継続的性能改善2014
- Author(s)
  野村行弘、増谷佳孝、三木聡一郎他
- Journal Title
  
  MEDICAL IMAGING TECHNOLOGY
  
  Volume: 32
- NAID
  130004554965
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25750182
[Journal Article] Performance improvement in computerized detection of cerebral aneurysms by retraining classifier using feedback data collected in routine reading environment2014
- Author(s)
  Nomura Y, Masutani Y, Miki S, et al.
- Journal Title
  
  Journal of Biomedical Graphics and Computing
  
  Volume: 4(4) Issue: 4 Pages: 12-21
- DOI
  10.5430/jbgc.v4n4p12
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-25750182
[Presentation] ディープラーニングに基づく3次元汎用半自動病変セグメンテーションの初期検討2020
- Author(s)
  野村行弘, 花岡昇平, 竹永智美, 中尾貴祐, 柴田寿一, 三木聡一郎, 吉川健啓, 渡谷岳行, 林直人, 阿部修
- Organizer
  第39回日本医用画像工学会大会
- Data Source
  KAKENHI-PROJECT-18K12096
[Presentation] Preliminary study of automated detection of pulmonary nodule in ultrashort echo time MR images2019
- Author(s)
  Nomura Y, Hanaoka S, Yoshikawa T, Sato I, Nakao T, Murata M, Takenaga T, Koshino S, Miki S, Watadani T, Hayashi N, Abe O
- Organizer
  CARS 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K12096
[Presentation] 新たなwebベースの統合的CAD開発プラットフォームの構築2019
- Author(s)
  野村行弘、三木聡一郎、林直人、花岡昇平、吉川健啓、増谷佳孝、阿部修
- Organizer
  電子情報通信学会医用画像研究会
- Data Source
  KAKENHI-PROJECT-18K12096
[Presentation] Deep generative model-based unsupervised detectionof inappropriate images in a chest X-ray dataset2019
- Author(s)
  Nakao T, Hanaoka S, Nomura Y, Murata M, Takenaga T, Miki S, Watadani T, Yoshikawa T, Hayashi N, Abe O
- Organizer
  CARS 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K12096
[Presentation] Preliminary study of automated pulmonary mass detection in chest radiography using U-Net2019
- Author(s)
  Nomura Y, Hayashi N, Hanaoka S, Yoshikawa T, Murata M, Nakao T, Takenaga T, Miki S, Watadani T, Abe O
- Organizer
  第78回日本医学放射線学会総会
- Data Source
  KAKENHI-PROJECT-18K12096
[Presentation] MRIにおける脳転移検出に対するConvolutional Neural Network の応用：線量分布を正解データとして利用2018
- Author(s)
  村田仁樹、花岡昇平、野村行弘、竹永智美、中尾貴祐、高橋渉、名和要武、吉川健啓、林直人、阿部修
- Organizer
  第37回日本医用画像工学会大会
- Data Source
  KAKENHI-PROJECT-18K12096
[Presentation] オンライン転移学習を用いた脳動脈瘤検出ソフトウェアの性能改善2017
- Author(s)
  野村行弘、佐藤一誠、花岡昇平、三木聡一郎、吉川健啓、林直人、阿部修、増谷佳孝
- Organizer
  電子情報通信学会医用画像研究会
- Data Source
  KAKENHI-PROJECT-15K01325
[Presentation] Effects of different types of gold standard on computer-assisted detection of lung nodules using voxel-based classification2017
- Author(s)
  Nomura Y, Hayashi N, Hanaoka S, Nemoto M, Takenaga T, Miki S, Yoshikawa T, Abe O
- Organizer
  The 31th International Congress and Exhibition of Computer Assisted Radiology and Surgery (CARS 2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K01325
[Presentation] Building an integrated CAD development environment in clinical settings (the 9th report): new web-based image database system for CAD development2016
- Author(s)
  Nomura Y, Miki S, Sato I, et al.
- Organizer
  第75回日本医学放射線学会総会
- Place of Presentation
  パシフィコ横浜（神奈川県横浜市）
- Year and Date
  2016-04-14
- Data Source
  KAKENHI-PROJECT-15K01325
[Presentation] オンライン転移学習と医用画像読影支援への応用2016
- Author(s)
  佐藤一誠、野村行弘、林直人
- Organizer
  日本応用数理学会2016年度年会
- Place of Presentation
  北九州国際会議場（福岡県北九州市）
- Year and Date
  2016-09-12
- Data Source
  KAKENHI-PROJECT-15K01325
[Presentation] Building an integrated CAD development environment in clinical settings (the 7th report): Continuous performance improvement of CAD by multi-institutional collaboration2014
- Author(s)
  Nomura Y, Masutani Y, Hayashi N, et al.
- Organizer
  第73回日本医学放射線学会総会
- Place of Presentation
  横浜
- Data Source
  KAKENHI-PROJECT-25750182
[Presentation] 日常診療環境における読影医の見落とし統計モデルの構築2013
- Author(s)
  野村行弘,増谷佳孝,根本充貴他
- Organizer
  電子情報通信学会医用画像研究会
- Place of Presentation
  沖縄
- Data Source
  KAKENHI-PROJECT-23700573
[Presentation] Probability map of radiologists' detection failures of lung nodules and its application for adaptive presentation of lesion candidates foreach radiologist2013
- Author(s)
  Y. Nomura , Masutani Y, Miki S et al.
- Organizer
  CARS 2013
- Place of Presentation
  ハイデルベルク(ドイツ)
- Data Source
  KAKENHI-PROJECT-23700573
[Presentation] Probability map of radiologists' detection failures of lung nodules and its application for adaptive presentation of lesion candidates for each radiologist2013
- Author(s)
  Nomura Y, Masutani Y, Miki S, et al.
- Organizer
  CARS 2013
- Place of Presentation
  Heidelberg(Germany)
- Data Source
  KAKENHI-PROJECT-23700573
[Presentation] 複数画素サイズのデータを用いた画素識別処理による頭部MRA画像の脳動脈瘤自動検出2013
- Author(s)
  野村行弘、増谷佳孝、根本充貴他
- Organizer
  第32回日本医用画像工学会大会
- Place of Presentation
  東京
- Data Source
  KAKENHI-PROJECT-25750182
[Presentation] 臨床における統合的CAD開発環境の構築（第六報）：再学習処理による施設毎のCAD性能改善2013
- Author(s)
  野村行弘、増谷佳孝、林直人他
- Organizer
  第72回日本医学放射線学会総会
- Place of Presentation
  横浜
- Data Source
  KAKENHI-PROJECT-25750182
[Presentation] 遠隔読影環境における多施設連携型CAD開発、実運用および継続的性能改善2013
- Author(s)
  野村行弘、増谷佳孝、三木聡一郎他
- Organizer
  第15回医用画像認知研究会
- Place of Presentation
  京都
- Data Source
  KAKENHI-PROJECT-25750182
[Presentation] Training strategy for performance improvement in computer-assisted detection of lesions: based on multi-institutional study in teleradiology environment2013
- Author(s)
  Nomura Y, Masutani Y, Miki S, et al.
- Organizer
  1st International Workshop on BioImage Recognition
- Place of Presentation
  松山
- Data Source
  KAKENHI-PROJECT-25750182
[Presentation] CADソフトウェアの臨床応用／評価／追加学習を目的としたWebベースのCAD実行環境　－遠隔読影環境による多施設臨床使用での追加学習－2012
- Author(s)
  野村行弘、増谷佳孝、林直人他
- Organizer
  電子情報通信学会医用画像研究会
- Place of Presentation
  那覇
- Data Source
  KAKENHI-PROJECT-23700573
[Presentation] Reading characteristics of radiologists in screening lung CT: long-term evaluation in routine reading environment integrated with CAD software2012
- Author(s)
  Nomura Y, Miki S, Masutani Y, et al.
- Organizer
  International Workshop on Pattern Recognition for Healthcare Analytics (IWPRHA 2012)
- Place of Presentation
  つくば
- Data Source
  KAKENHI-PROJECT-23700573
[Presentation] Daily Feedback on CAD System Reveals Spatial Characteristics of Detection Failure of Radiologists in Screening Lung CT2012
- Author(s)
  Miki S, Nomura Y, Hayashi N, et al.
- Organizer
  RSNA 2012
- Place of Presentation
  Chicago(USA)
- Data Source
  KAKENHI-PROJECT-23700573
[Presentation] 病変検出用画素識別処理における学習サンプル削減に関する初期検討2012
- Author(s)
  野村行弘、根本充貴、増谷佳孝他
- Organizer
  電子情報通信学会医用画像研究会
- Place of Presentation
  山形
- Data Source
  KAKENHI-PROJECT-23700573
[Presentation] Reading characteristics of radiologists in screening lung CT: long-term evaluation in routine reading environment integrated with CAD software2012
- Author(s)
  Nomura Y, Miki S, Masutani Y, et al.
- Organizer
  IWPRHA 2012
- Place of Presentation
  つくば
- Year and Date
  2012-11-11
- Data Source
  KAKENHI-PROJECT-23700573
[Presentation] Additional learning of CAD software based on multicenter trial in teleradiology environment2012
- Author(s)
  Nomura Y, Masutani Y, Hayashi N, et al.
- Organizer
  CARS 2012
- Place of Presentation
  Pisa(Italy)
- Data Source
  KAKENHI-PROJECT-23700573
[Presentation] 臨床における統合的CAD開発環境の構築（第五報）：ジョブ分散処理に対応したCADサーバ2012
- Author(s)
  野村行弘、林直人、増谷佳孝他
- Organizer
  第71回日本医学放射線学会総会
- Place of Presentation
  横浜
- Data Source
  KAKENHI-PROJECT-23700573
[Presentation] 病変検出用画素識別処理における入力画素サイズに関する検討2011
- Author(s)
  野村行弘、根本充貴、増谷佳孝他
- Organizer
  電子情報通信学会医用画像研究会
- Place of Presentation
  つくば
- Data Source
  KAKENHI-PROJECT-23700573
[Presentation] 臨床における統合的CAD開発環境の構築(第四報):読影医とCADの協調的パフォーマンス向上2011
- Author(s)
  野村行弘,林直人,増谷佳孝他
- Organizer
  第70回日本医学放射線学会総会
- Place of Presentation
  Web開催.
- Data Source
  KAKENHI-PROJECT-23700573
[Presentation] Do radiologists have confidence in CAD for cerebral aneurysms? Evaluation in routine reading environment2011
- Author(s)
  Miki S, Nomura Y, Hayashi N, et al.
- Organizer
  RSNA 2011
- Place of Presentation
  シカゴ(アメリカ合衆国)
- Data Source
  KAKENHI-PROJECT-23700573
[Presentation] Do radiologists have confidence in CAD for cerebral aneurysms? Evaluation in routine reading environment2011
- Author(s)
  S.Miki, Y.Nomura, Hayashi N, et al.
- Organizer
  RSNA 2011
- Place of Presentation
  Chicago(USA)
- Data Source
  KAKENHI-PROJECT-23700573
[Presentation] 臨床における統合的CAD開発環境の構築（第四報）：読影医とCADの協調的パフォーマンス向上2011
- Author(s)
  野村行弘、林直人、増谷佳孝他
- Organizer
  第70回日本医学放射線学会総会
- Place of Presentation
  Web開催
- Data Source
  KAKENHI-PROJECT-23700573
[Presentation] 画素識別器の再学習による頭部MRA画像の脳動脈瘤自動検出の性能改善
- Author(s)
  野村行弘、増谷佳孝、根本充貴、他
- Organizer
  第33回日本医用画像工学会大会
- Place of Presentation
  東京
- Year and Date
  2014-07-24 – 2014-07-26
- Data Source
  KAKENHI-PROJECT-25750182
[Presentation] 通常業務におけるCADを併用した放射線技師の脳動脈瘤検出に関する初期検討
- Author(s)
  石田敏哉、野村行弘、薗田恭一、他
- Organizer
  第71回日本放射線技術学会総会学術大会
- Place of Presentation
  神奈川
- Year and Date
  2015-04-16 – 2015-04-19
- Data Source
  KAKENHI-PROJECT-25750182

1. SATO Issei (90610155)

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18. 藤江舞 (90899337)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
19. HANAOKA Shouhei

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Nomura Yukihiro 野村 行弘

NOMURA Yukihiro 野村 行弘

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CT画像上の器質的変化に着目した下肢リンパ浮腫診断支援手法に関する研究Principal Investigator

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Non-invasive quantitative evaluation of liver diseases using comprehensive biophysical properties database as basis for ultrasound pathology

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Development of LPRD diagnosis support system using artificial intelligence

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Development of a BERT Fine-Tuning Model Specialized in Diagnosis.

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Development of an endoscopic diagnosis system for colorectal cancer using artificial intelligence

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Study for performance improvement of automated lesion detection system in medical images using weakly-labeled dataPrincipal Investigator

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Dynamic performance improvement in computer-assisted detection system for diagnostic imaging by combined application of online learning and transfer learningPrincipal Investigator

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Performance improvement of computer-assisted detection/diagnosis system by considering diversity of image data and temporal change of radiologists' reading characteristicsPrincipal Investigator

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Study for synergic performance improvement of computer-assisted detection/diagnosis system and radiologists in clinical readingenvironmentPrincipal Investigator

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[Journal Article] Unsupervised Deep Anomaly Detection in Chest Radiographs2021

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[Journal Article] Novel platform for development, training, and validation of computer-assisted detection/diagnosis software2020

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[Journal Article] Development of training environment for deep learning with medical images on supercomputer system based on asynchronous parallel Bayesian optimization2020

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[Journal Article] Can the spherical gold standards be used as an alternative to painted gold standards for the computerized detection of lesions using voxel-based classification?2018

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Nomura Yukihiro 野村行弘

NOMURA Yukihiro 野村行弘