Zhang Xiaoyong 張暁勇

Researcher Number	90722752
Other IDs	https://orcid.org/0000-0001-6375-1547
Affiliation (Current)	2026: 仙台高等専門学校, 総合工学科, 准教授
Affiliation (based on the past Project Information) *help	2020 – 2023: 仙台高等専門学校, 総合工学科, 准教授 2017 – 2019: 仙台高等専門学校, 総合工学科, 助教 2016: 東北大学, 工学研究科, 助教 2016: 東北大学, 大学院工学研究科, 助教 2015: 東北大学, 工学(系)研究科(研究院), 助教 2014: 東北大学, 医学(系)研究科(研究院), その他
Review Section/Research Field	Principal Investigator Life / Health / Medical informatics / Basic Section 52040:Radiological sciences-related Except Principal Investigator Intelligent informatics
Keywords	Principal Investigator Tumor tracking / Radiographic imaging / Radiation therapy / Radiographic Imaging / Markerless Tracking / Radiation Therapy / 画像誘導放射線治療 / Artificial Intellegence / Computer-Aided Detection / Breast Cancer … More / Interpretablity / Lesion Detection / Computer-Aided Diagnosis / Explainable AI / Deep Learning / Mammograpy / 乳がん / 説明可能なAI / 深層学習 / 計算機支援診断 / マンモグラフィー / IGRT / Hidden Markov model / マーカレス追尾照射 / MVX線画像 / マーカレス追尾 … More Except Principal Investigator 画像認識 / 乳房Ｘ線撮影 / 知能情報処理 / 機械学習 / 乳房X線撮影 / 計算機支援診断システム Less

Toward New-Generation AI-Based CAD System: Development of Interpretable Deep Learning-Based CAD System for Breast Cancer Diagnosis Using MammogramPrincipal Investigator
- Principal Investigator
  
  Zhang Xiaoyong
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 52040:Radiological sciences-related
- Research Institution
  Sendai National College of Technology
Development of High-Accuracy Tumor Tracking Systems for Next-Generation Radi ation Therapy TechnologyPrincipal Investigator
- Principal Investigator
  
  Zhang Xiaoyong
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Life / Health / Medical informatics
- Research Institution
  Sendai National College of Technology
Toward the World's First Tumor-Following Radiation Therapy Technique: Development of High-Accuracy Tumor Tracking SystemPrincipal Investigator
- Principal Investigator
  
  Zhang Xiaoyong
- Project Period (FY)
  2015 – 2016
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Life / Health / Medical informatics
- Research Institution
  Tohoku University
Toward the World's First Tumor-Following Radiation Therapy Technique: Development of High-Accuracy Tumor Tracking SystemPrincipal Investigator
- Principal Investigator
  
  張暁勇
- Project Period (FY)
  2014
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Life / Health / Medical informatics
- Research Institution
  Tohoku University
Development of a next-generation mammography CAD system by using diagnostic logic extraction from bigdata
- Principal Investigator
  
  Homma Noriyasu
- Project Period (FY)
  2014 – 2016
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Intelligent informatics
- Research Institution
  Tohoku University

All 2024 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014

All Journal Article Presentation Patent

[Journal Article] Inconsistency between Human Observation and Deep Learning Models: Assessing Validity of Postmortem Computed Tomography Diagnosis of Drowning2024
- Author(s)
  Zeng Yuwen、Zhang Xiaoyong、Wang Jiaoyang、Usui Akihito、Ichiji Kei、Bukovsky Ivo、Chou Shuoyan、Funayama Masato、Homma Noriyasu
- Journal Title
  
  Journal of Imaging Informatics in Medicine
  
  Volume: 2024 Issue: 3 Pages: 1-10
- DOI
  10.1007/s10278-024-00974-6
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K08012
[Journal Article] Deep Learning-Based Diagnosis of Fatal Hypothermia Using Post-Mortem Computed Tomography2023
- Author(s)
  Zeng Yuwen、Zhang Xiaoyong、Yoshizumi Issei、Zhang Zhang、Mizuno Taihei、Sakamoto Shota、Kawasumi Yusuke、Usui Akihito、Ichiji Kei、Bukovsky Ivo、Funayama Masato、Homma Noriyasu
- Journal Title
  
  Tohoku J. Exp. Med.
  
  Volume: 260 Issue: 3 Pages: 253-261
- DOI
  10.1620/tjem.2023.J041
- ISSN
  0040-8727, 1349-3329
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K08012
[Journal Article] A 2.5D Deep Learning-Based Method for Drowning Diagnosis Using Post-Mortem Computed Tomography2023
- Author(s)
  Zeng Yuwen、Zhang Xiaoyong、Kawasumi Yusuke、Usui Akihito、Ichiji Kei、Funayama Masato、Homma Noriyasu
- Journal Title
  
  IEEE Journal of Biomedical and Health Informatics
  
  Volume: 27 Issue: 2 Pages: 1026-1035
- DOI
  10.1109/jbhi.2022.3225416
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K08012, KAKENHI-PROJECT-20K12591
[Journal Article] How intra-source imbalanced datasets impact the performance of deep learning for COVID-19 diagnosis using chest X-ray images2023
- Author(s)
  Zhang Zhang、Zhang Xiaoyong、Ichiji Kei、Bukovsk Ivo、Homma Noriyasu
- Journal Title
  
  Scientific Reports
  
  Volume: 13 Issue: 1 Pages: 19049-19049
- DOI
  10.1038/s41598-023-45368-w
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K08012
[Journal Article] Risk Analysis of Breast Cancer by Using Bilateral Mammographic Density Differences: A Case-Control Study2023
- Author(s)
  Zhang Zhang、Zhang Xiaoyong、Chen Jiaqi、Takane Yumi、Yanagaki Satoru、Mori Naoko、Ichiji Kei、Kato Katsuaki、Yanagaki Mika、Ebata Akiko、Miyashita Minoru、Ishida Takanori、Homma Noriyasu
- Journal Title
  
  Tohoku J. Exp. Med.
  
  Volume: 261 Issue: 2 Pages: 139-150
- DOI
  10.1620/tjem.2023.J066
- ISSN
  0040-8727, 1349-3329
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K08012
[Journal Article] Improved Tumor Image Estimation in X-Ray Fluoroscopic Images by Augmenting 4DCT Data for Radiotherapy2022
- Author(s)
  Shinohara Takumi、Ichiji Kei、Wang Jiaoyang、Homma Noriyasu、Zhang Xiaoyong、Sugita Norihiro、Yoshizawa Makoto
- Journal Title
  
  Journal of Advanced Computational Intelligence and Intelligent Informatics
  
  Volume: 26 Issue: 4 Pages: 471-482
- DOI
  10.20965/jaciii.2022.p0471
- ISSN
  1343-0130, 1883-8014
- Year and Date
  2022-07-20
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20K08012
[Journal Article] Improved Tumor Image Estimation in X-ray Fluoroscopic Images by Augmenting 4DCT Data for Radiotherapy2021
- Author(s)
  Takumi Shinohara, Kei, Ichiji, Xiaoyong Zhang, Norihiro Sugita, Noriyasu Homma,
- Journal Title
  
  Journal of Advanced Computational Intelligence and Intelligent Informatics
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K08012
[Journal Article] Hidden Markov Model-based Extraction of Target Objects in X-ray Image Sequence for Lung Radiation Therapy2020
- Author(s)
  新藤雅大, 市地慶, 本間経康, 張曉勇, 奥田隼梧, 杉田典大, 八巻俊輔, 髙井良尋, 吉澤誠
- Journal Title
  
  IEEJ Transactions on Electronics, Information and Systems
  
  Volume: 140 Issue: 1 Pages: 49-60
- DOI
  10.1541/ieejeiss.140.49
- NAID
  130007779196
- ISSN
  0385-4221, 1348-8155
- Year and Date
  2020-01-01
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K15619, KAKENHI-PROJECT-17K17582, KAKENHI-PROJECT-20K08012, KAKENHI-PROJECT-17H04117
[Journal Article] Adaptive Gaussian Mixture Model-Based Statistical Feature Extraction for Computer-Aided Diagnosis of Micro-Calcification Clusters in Mammograms2020
- Author(s)
  Zhang Zhang、Zhang Xiaoyong、Ichiji Kei、Takane Yumi、Yanagaki Satoru、Kawasumi Yusuke、Ishibashi Tadashi、Homma Noriyasu
- Journal Title
  
  SICE Journal of Control, Measurement, and System Integration
  
  Volume: 13 Issue: 4 Pages: 183-190
- DOI
  10.9746/jcmsi.13.183
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K08012
[Journal Article] A key-point based real-time tracking of lung tumor in X-ray image sequence by using difference of Gaussians filtering and optical flow2018
- Author(s)
  Kei Ichiji, Yusuke Yoshida, Noriyasu Homma, Xiaoyong Zhang, Ivo Bukovsky, Yoshihiro Takai, Makoto Yoshizawa
- Journal Title
  
  Phys Med Biol
  
  Volume: 63 Issue: 18 Pages: 1-16
- DOI
  10.1088/1361-6560/aada71
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K19885, KAKENHI-PROJECT-17K17582, KAKENHI-PROJECT-18K15619, KAKENHI-PROJECT-17H04117
[Journal Article] A Deep Learning-based Computer-aided Diagnosis System for Mammographic Lesion Detection2018
- Author(s)
  SUZUKI Shintaro、ZHANG Xiaoyong、HOMMA Noriyasu、ICHIJI Kei、TAKANE Yumi、YANAGAKI Satoru、KAWASUMI Yusuke、ISHIBASHI Tadashi、YOSHIZAWA Makoto
- Journal Title
  
  Transactions of the Society of Instrument and Control Engineers
  
  Volume: 54 Issue: 8 Pages: 659-669
- DOI
  10.9746/sicetr.54.659
- NAID
  130007437725
- ISSN
  0453-4654, 1883-8189
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K17582
[Journal Article] Dosimetric evaluation of MLC-based dynamic tumor tracking radiotherapy using digital phantom: Desired setup margin for tracking radiotherapy2018
- Author(s)
  Kadoya Noriyuki、Ichiji Kei、Uchida Tomoya、Nakajima Yujiro、Ikeda Ryutaro、Uozumi Yosuke、Zhang Xiaoyong、Bukovsky Ivo、Yamamoto Takaya、Takeda Ken、Takai Yoshihiro、Jingu Keiichi、Homma Noriyasu
- Journal Title
  
  Medical Dosimetry
  
  Volume: 43 Issue: 1 Pages: 74-81
- DOI
  10.1016/j.meddos.2017.08.005
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K17582, KAKENHI-PROJECT-26860970, KAKENHI-PROJECT-17H04117
[Journal Article] 最大リャプノフ指数推定に基づく呼吸性移動時系列の予測可能性の検討2017
- Author(s)
  市地慶，本間経康，張暁勇，武田賢，高井良尋，杉田典大，吉澤誠
- Journal Title
  
  東北医学雑誌
  
  Volume: 129 Pages: 47-47
- Data Source
  KAKENHI-PROJECT-17K17582
[Journal Article] Tracking Tumor Boundary in MV-EPID Images Without Implanted Markers: A Feasibility Study2015
- Author(s)
  Xiaoyong Zhang, Noriyasu Homma, Kei Ichiji, Yoshihiro Takai, Yuichiro Narita, Makoto Yoshizawa
- Journal Title
  
  Medical Physics
  
  Volume: 42 Issue: 5 Pages: 2510-2523
- DOI
  10.1118/1.4918578
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K20852, KAKENHI-PROJECT-25293258
[Journal Article] Is Mammographic Breast Density a Risk Factor for Breast Cancer in Japanese Women?2015
- Author(s)
  Xiaoyong ZHANG, Norimasa CHIKUSHIMA, Atsutoshi WATANABE, Yuji OHASHI, Nao HASEGAWA, Atsushi Tamura, Makoto Osanai, and Noriyasu HOMMA
- Journal Title
  
  Bulletin of School of Health Sciences, Tohoku University
  
  Volume: 24 Pages: 45-51
- NAID
  120005578868
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-26540112
[Journal Article] Is Mammographic Breast Density a Risk Factor for Breast Cancer in Japanese Women?2015
- Author(s)
  Xiaoyong Zhang, Norimasa Chikushima, Atsutoshi Watanabe, Yuji Ohashi, Nao Hasegawa, Kei Ichijii, Atsushi Tamura, Makoto Osanai, Noriyasu Homma,
- Journal Title
  
  Bulletin of School of Health Sciences Tohoku University
  
  Volume: 24 Pages: 45-51
- NAID
  120005578868
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K20852
[Patent] Image processing device, image processing method, and non-transitory computer-readable recording medium having stored therein image processing program2017
- Inventor(s)
  本間経康、酒井正夫、市地慶、渋澤直樹、張暁勇、その他
- Industrial Property Rights Holder
  東北大学、弘前大学
- Industrial Property Rights Type
  特許
- Filing Date
  2017
- Acquisition Date
  2019
- Overseas
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] Integration of Classification and Segmentation for Computer-Aided Diagnosis System of Drowning2023
- Author(s)
  Zeng Yuwen， Xiaoyong Zhang, Akihito Usui, Masato Funayama, Noriyasu Homma
- Organizer
  2023年度電気関係学会東北支部連合大会
- Data Source
  KAKENHI-PROJECT-20K08012
[Presentation] 顕著性マップを用いた死後CTの溺死鑑別における深層学習モデルの性能向上の試み2023
- Author(s)
  水野泰平，張曉勇，市地慶，張彰，杉田典大，本間経康
- Organizer
  第31回インテリジェント・システム・シンポジウム（FAN2023）
- Data Source
  KAKENHI-PROJECT-20K08012
[Presentation] How Different Data Sources Impact Deep Learning Performance in COVID-19 Diagnosis using Chest X-ray Images2023
- Author(s)
  Zhang Zhang, Xiaoyong Zhang, Kei Ichiji, Ivo Bukovsky, Shuoyan Chou, Noriyasu Homma
- Organizer
  2023 14th IIAI International Congress on Advanced Applied Informatics (IIAI-AAI)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K08012
[Presentation] Reliability investigation of deep learning when using imbalanced chest X-ray image sources for COVID-19 detection2023
- Author(s)
  張彰，Xiaoyong Zhang, Noriyasu Homma
- Organizer
  2023年度電気関係学会東北支部連合大会
- Data Source
  KAKENHI-PROJECT-20K08012
[Presentation] Deep Learning-Based Interpretable Computer Aided Diagnosis of Drowning for Forensic Radiology2021
- Author(s)
  Yuwen Zeng, Xiaoyong Zhang, et al.
- Organizer
  60th Annual Conference of SICE
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K08012
[Presentation] 4次元CTデータの内挿・外挿によるX線透視像中の腫瘍像推定モデルの性能向上の試み2021
- Author(s)
  篠原匠，市地慶, 本間経康, 張曉勇, 杉田典大, 吉澤誠
- Organizer
  インテリジェント・システム・シンポジウム
- Data Source
  KAKENHI-PROJECT-20K08012
[Presentation] Deep CNN-Based Computer-Aided Diagnosis for Drowning Detection using Post-mortem Lungs CT Images2021
- Author(s)
  Amber H. Qureshi, Xiaoyong Zhang, et al.
- Organizer
  2021 IEEE International Conference on Bioinformatics and Biomedicine
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K08012
[Presentation] An Interpretable DL-Based Method for Diagnosis of H. Pylori Infection Using Gastric X-ray Images2021
- Author(s)
  Reima Ishii, Xiaoyong Zhang, Noriyasu Homma
- Organizer
  IEEE 3rd Global Conference on Life Sciences and Technologies
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K08012
[Presentation] Feature Fusionに基づく深層学習を用いた乳房X線画像上の小病変検出2020
- Author(s)
  今佑太朗，張暁勇，本間経康，吉澤誠，
- Organizer
  計測自動制御学会，東北支部第329回研究集会
- Data Source
  KAKENHI-PROJECT-20K08012
[Presentation] A Deep Learning Aided Drowning Diagnosis for Forensic Investigations Using Post-Mortem Lung CT Images2020
- Author(s)
  Homma, Noriyasu; Zhang, Xiaoyong; Qureshi, Amber Habib; Konno, Takuya; Kawasumi, Yusuke; Usui, Akihito; Funayama, Masato; Bukovsky, Ivo; Ichiji, Kei; Sugita, Norihiro; Yoshizawa, Makoto
- Organizer
  42nd Engineering in Medicine and Biology Conference (EMBC 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K08012
[Presentation] Human ability enhancement for reading mammographic masses by a deep learning technique2020
- Author(s)
  Homma, Noriyasu, Kyohei Noro, Xiaoyong Zhang, Yutaro Kon, Kei Ichiji, Ivo Bukovsky, Akiko Sato, and Naoko Mori
- Organizer
  2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K08012
[Presentation] 深層学習に基づく転移学習を用いた胃 X 線画像におけるピロリ感染の鑑別に関する研究2020
- Author(s)
  石井玲真，張暁勇，本間経康，
- Organizer
  計測自動制御学会，東北支部第330回研究集会
- Data Source
  KAKENHI-PROJECT-20K08012
[Presentation] An Interpretable DL-Based Method for Diagnosis of H. Pylori Infection Using Gastric X-ray Images2020
- Author(s)
  Reima Ishii, Xiaoyong Zhang, Noriyasu Homma
- Organizer
  2021 IEEE 3rd Global Conference on Life Sciences and Technologies
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K08012
[Presentation] Deep neural network-based prediction of synthetic dual-energy　X-ray fluoroscopic images: a feasibility study2020
- Author(s)
  Jiaoyang Wang, Kei Ichiji1, Noriyasu Homma, Xiaoyong Zhang and Yoshihiro Takai
- Organizer
  AAPM 2020
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K08012
[Presentation] Deep Learning for Drowning Diagnosis using Post-mortem Lung CT Images2019
- Author(s)
  本間経康, 佐藤亮太, 張暁勇, 今野拓也, Amber Qureshi, 市地慶, 臼井彰人, 川住祐介, 舟山眞人
- Organizer
  SICE システム・情報部門知能工学部会第47回知能システムシンポジウム
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] Risk Analysis of Bilateral Mammographic Density Differences for Breast Cancer: A Case-Control Study2019
- Author(s)
  Jiaqi Chen, Xiaoyong Zhang, Tadashi Ishibashi, Yumi Takane, Satoru Yanagaki, Daisuke Shibuya, Kei Ichiji, Makoto Osanai, Noriyasu Homma
- Organizer
  第27回日本乳癌学会学術総会
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] A Comparison Study of Deep Learning Techniques for Mass Detection in Mammograms2019
- Author(s)
  K. Noro, Xiaoyong. Zhang, H. Takano, K. Ichiji, N. Homma
- Organizer
  2019 AAPM Annual Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] 4次元CT補間に基づく隠れマルコフモデルを用いたX線動画像中の腫瘍像描出能向上2019
- Author(s)
  奥田隼梧，市地慶，本間経康，張曉勇，吉澤誠
- Organizer
  計測自動制御学会東北支部 55 周年記念学術講演会
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] Classification of Masses in Mammogram: A Comparison Study of State-of-the-Art Deep Learning Technologies2018
- Author(s)
  H. TAKANO, X. ZHANG, N. HOMMA, M. YOSHIZAWA
- Organizer
  The 60th AAPM annual meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] 乳房Ｘ線画像における画像診断が難しい腫瘤に対する深層学習を用いた良悪性鑑別の試み2018
- Author(s)
  野呂恭平, 張暁勇, 高野寛己, 市地慶, 柳垣聡, 高根侑美, 石橋忠司, 本間経康
- Organizer
  第 14回コンピューテショナル・イリジェス研究会
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] Probabilistic Decomposition of X-Ray Image Sequence to Extract Obscure Target Objects for Monitoring Intrafractional Organ Motion2018
- Author(s)
  M Shindo, K Ichiji, N Homma, X Zhang, Y Takai, M Yoshizawa
- Organizer
  The 60th AAPM annual meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] Computer-Aided Diagnosis of Micro-Calcication Clusters in Mammograms Using an Adaptive Gaussian Mixture Model2018
- Author(s)
  Zhang ZHANG, Xiaoyong ZHANG, Kei ICHIJI, Makoto OSANAI, Noriyasu HOMMA
- Organizer
  計測自動制御学会システム・情報部門学術講演会（SSI2018）
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] マーカレス腫瘍追跡のための隠れマルコフモデルを用いたX線動画像からの物体輝度抽出2018
- Author(s)
  新藤雅大，市地慶，本間経康，張曉勇, 杉田典大，八巻俊輔，髙井良尋，吉澤誠
- Organizer
  第28回インテリジェント・システム・シンポジウム
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] 呼吸性移動対策のための肺腫瘍位置の時系列成分分離に基づく予測2018
- Author(s)
  佐藤雄介, 市地慶, 新藤雅大, 張暁勇, 角谷倫之,小山内実, 高井良尋, 本間経康
- Organizer
  日本放射線技術学会第46回秋季学術大会
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] 乳房Ｘ線画像における良悪性鑑別が難しい腫瘤に対する深層学習の性能評価2018
- Author(s)
  野呂恭平, 張暁勇, 高野寛己, 市地慶, 柳垣聡, 高根侑美, 石橋忠司, 本間経康
- Organizer
  日本放射線技術学会第46回秋季学術大会
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] Tumor tracking by integrating multiple sensing results for radiation therapy2018
- Author(s)
  W. Wu, K. Ichiji, X. Zhang, I. Bukovsky, M. Osanai, Y. Takai, N. Homma
- Organizer
  計測自動制御学会システム・情報部門学術講演会（SSI2018）
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] Classification of Benign and Malignant Masses in Mammogram by Using Deep Convolutional Neural Network2017
- Author(s)
  高野寛己，張曉勇，本間経康，吉澤誠
- Organizer
  平成29年度電気関係学会東北支部大会
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] 乳房X線画像の乳房密度評価への胸筋領域の影響：正常例での胸筋領域の有無による乳房密度の比較2017
- Author(s)
  魚住洋佑、張暁勇、市地慶、高根侑美、川住祐介、石橋忠司、本間経康
- Organizer
  第５０回日本生体医工学会東北支部大会
- Place of Presentation
  東北大学（仙台市）
- Year and Date
  2017-01-21
- Data Source
  KAKENHI-PROJECT-26540112
[Presentation] Deep Convolutional Neural Networkの転移学習による乳房X線画像上の腫瘤検出2017
- Author(s)
  鈴木真太郎, 張暁勇, 本間経康, 吉澤誠
- Organizer
  計測自動制御学会東北支部第307回研究集会
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] Classification of Mammographic Masses by Deep Learning2017
- Author(s)
  Xiaoyong Zhang, Takuya Sasaki, Shintaro Suzuki, Yumi Takane, Yusuke Kawasumi, Tadashi Ishibashi, Noriyasu Homma, Makoto Yoshizawa
- Organizer
  SICE Annual Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] Deep Convolutional Neural Networkの転移学習による乳房X線画像上の腫瘤検出2017
- Author(s)
  鈴木真太郎，張暁勇，本間経康，吉澤誠
- Organizer
  SICE東北支部第307回研究集会
- Place of Presentation
  東北大学（仙台市）
- Year and Date
  2017-02-27
- Data Source
  KAKENHI-PROJECT-26540112
[Presentation] 乳がん病変検出のための深層学習を用いた計算機支援画像診断システム2017
- Author(s)
  鈴木真太郎, 張曉勇、本間経康, 市地慶, 魚住洋佑, 高根侑美, 柳垣聡, 川住祐介, 石橋忠司, 吉澤誠
- Organizer
  第11回コンピューテーショナル・インテリジェンス研究会
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] 乳がん病変検出のための深層学習を用いた計算機支援画像診断システム2017
- Author(s)
  鈴木真太郎，張曉勇，高根侑美，川住祐介，石橋忠司，本間経康，吉澤誠
- Organizer
  計測自動制御学会システム・情報部門学術講演会
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] 乳房X線画像の乳房密度評価への胸筋領域の影響：正常例での胸筋の有無による乳房密度の比較2017
- Author(s)
  魚住洋佑，張暁勇，市地慶，高根侑美，川住祐介，石橋忠司，本間経康
- Organizer
  第50回日本生体医工学会東北支部大会
- Place of Presentation
  東北大学（仙台市）
- Data Source
  KAKENHI-PROJECT-15K20852
[Presentation] Statistical Analysis of Bilateral Breast Density Differences of Mammogram for Breast Cancer Risk Assessment2017
- Author(s)
  J. Chen, X. Zhang, N. Homma
- Organizer
  第５０回日本生体医工学会東北支部大会
- Place of Presentation
  東北大学（仙台市）
- Year and Date
  2017-01-21
- Data Source
  KAKENHI-PROJECT-26540112
[Presentation] データ拡張を用いたDCNNによる乳房X線画像上の腫瘤鑑別性能向上2017
- Author(s)
  高野寛己，張曉勇，本間経康，吉澤誠
- Organizer
  計測自動制御学会システム・情報部門学術講演会
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] Deep Convolutional Neural Networkの転移学習による乳房X線画像上の腫瘤検出2017
- Author(s)
  鈴木真太郎，張暁勇，本間経康，吉澤誠
- Organizer
  計測自動制御学会東北支部第307回研究集会
- Place of Presentation
  東北大学（仙台市）
- Data Source
  KAKENHI-PROJECT-15K20852
[Presentation] Statistical Analysis of Bilateral Breast Density Differences of Mammogram for Breast Cancer Risk Assessment2017
- Author(s)
  Jiaqi Chen, Xiaoyong Zhang, Noriyasu Homma
- Organizer
  第50回日本生体医工学会東北支部大会
- Place of Presentation
  東北大学（仙台市）
- Data Source
  KAKENHI-PROJECT-15K20852
[Presentation] 深層学習による乳房X線画像上の腫瘤鑑別2017
- Author(s)
  鈴木真太郎, 張曉勇, 佐々木拓也, 本間経康, 市地慶, 魚住洋佑, 高根侑美, 柳垣聡, 川住祐介, 石橋忠司, 吉澤誠
- Organizer
  第11回コンピューテーショナル・インテリジェンス研究会
- Data Source
  KAKENHI-PROJECT-17K17582
[Presentation] Deep Convolutional Neural Network を用いた乳房X線画像上の病変検出2016
- Author(s)
  鈴木真太郎，張暁勇，本間経康，市地慶，魚住洋佑，高根侑美，川住祐介，石橋忠司，吉澤誠
- Organizer
  SICE第10回コンピュテーショナル・インテリジェンス研究会
- Place of Presentation
  富山県民会館（富山県）
- Year and Date
  2016-12-16
- Data Source
  KAKENHI-PROJECT-15K20852
[Presentation] Detection of Mass on Mammograms Using Deep Convolutional Neural Network: A Feasibility Study2016
- Author(s)
  Shintaro Suzuki, Xiaoyong Zhang, Noriyasu Homma, Kei Ichiji, Norihiro Sugita, Yusuki Kawasumi, Tadashi Ishibashi, Makoto Yoshizawa
- Organizer
  American Association of Physicists in Medicine 58th Annual Meeting (AAPM2016)
- Place of Presentation
  Walter E. Washington Convention Center (Washington, DC)
- Year and Date
  2016-07-31
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K20852
[Presentation] A Mammographic Mass Detection Method Based on Transfer Learning　of Deep Convolutional Neural Network2016
- Author(s)
  Shintaro Suzuki, Xiaoyong Zhang, Noriyasu Homma, Makoto Yoshizawa
- Organizer
  平成28年度電気関係学会東北支部連合大会
- Place of Presentation
  東北工業大学（仙台市）
- Year and Date
  2016-08-30
- Data Source
  KAKENHI-PROJECT-15K20852
[Presentation] A Real-Time Homography-Based Tracking Method for Tracking Deformable Tumor Motion in Fluoroscopy2016
- Author(s)
  Xiaoyong Zhang, Noriyasu Homma, Kei Ichiji, Norihiro Sugita, Yoshihiro Takai, Makoto Yoshizawa
- Organizer
  SICE Annual Conference 2016
- Place of Presentation
  Tsukuba International Congress Center (Tsukuba)
- Year and Date
  2016-09-20
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K20852
[Presentation] Detection of Masses in Mammograms Based on Transfer Learning of A Deep Convolutional Neural Network2016
- Author(s)
  S. Suzuki, X. Zhang, N. Homma, K. Ichiji, Y. Uozumi, Y. Takane, Y. Kawasumi, T. Ishibashi, M. Yoshizawa
- Organizer
  第１０回コンピューテーショナル・インテリジェンス研究会
- Place of Presentation
  富山県民会館（富山市）
- Year and Date
  2016-12-16
- Data Source
  KAKENHI-PROJECT-26540112
[Presentation] A Mammographic Mass Detection Method Based on Transfer Learning of Deep Convolutional Neural Network2016
- Author(s)
  S. Suzuki, X. Zhang, N. Homma, M. Yoshizawa
- Organizer
  電気関係学会東北支部連合大会
- Place of Presentation
  東北工業大学（仙台市）
- Year and Date
  2016-08-30
- Data Source
  KAKENHI-PROJECT-26540112
[Presentation] Mass Detection Using Deep Convolutional Neural Network for Mammographic Computer-Aided Diagnosis2016
- Author(s)
  Shintaro Suzuki, Xiaoyong Zhang, Noriyasu Homma, Kei Ichiji, Norihiro Sugita, Yusuki Kawasumi, Tadashi Ishibashi, Makoto Yoshizawa
- Organizer
  SICE Annual Conference 2016
- Place of Presentation
  Tsukuba International Congress Center (Tsukuba)
- Year and Date
  2016-09-20
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K20852
[Presentation] Detection of Masses on Mammograms Using Deep Convolutional Neural Network: A Feasibility Study2016
- Author(s)
  S. Suzuki, X. Zhang, N. Homma, K. Ichiji, Y. Kawasumi, T. Ishibashi, M. Yoshizawa
- Organizer
  2016 AAPM Annual Meeting
- Place of Presentation
  Washington DC, USA
- Year and Date
  2016-08-03
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26540112
[Presentation] Mass Detection Using Deep Convolutional Neural Network for Mammographic Computer-Aided Diagnosis2016
- Author(s)
  S. Suzuki, X. Zhang, N. Homma, K. Ichiji, Y. N. Sugita, Kawasumi, T. Ishibashi, M. Yoshizawa
- Organizer
  SICE Annual Conference 2016
- Place of Presentation
  つくば国際会議場（つくば市）
- Year and Date
  2016-09-23
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-26540112
[Presentation] Tumor Motion Tracking Using kV/MV X-Ray Fluoroscopy for Adaptive Radiation Therapy2015
- Author(s)
  Xiaoyong Zhang, Noriyasu Homma, Kei Ichiji, Makoto Abe, Norihiro Sugita, Ivo Bukovsky, Yoshihiro Takai, Makoto Yoshizawa
- Organizer
  2015 International Workshop on Computational Intelligence for Multimedia Understanding
- Place of Presentation
  Prague (Czech Republic)
- Year and Date
  2015-10-29
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K20852
[Presentation] A Real-Time Homography-Based Algorithm for Markerless Deformable Lung Tumor Motion Tracking Using kV X-Ray Fluoroscopy2015
- Author(s)
  Xiaoyong Zhang, Noriyasu Homma, Yuichiro Narita, Yoshihiro Takai, Kei Ichiji, Makoto Abe, Norihiro Sugita, Makoto Yoshizawa
- Organizer
  2015 American Association of Physicists in Medicine 57th Annual Meeting
- Place of Presentation
  Anaheim (USA)
- Year and Date
  2015-07-12
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K20852
[Presentation] 乳房 X 線画像診断支援のための多層自己組織化マップによる自動特徴分類の試み2015
- Author(s)
  長谷川奈保，本間経康，張暁勇，市地慶，小山内実，阿部誠，杉田典大，吉澤誠
- Organizer
  計測自動制御学会第7回コンピューテーショナル・インテリジェンス研究会
- Place of Presentation
  東北大学（宮城県・仙台市）
- Year and Date
  2015-05-29
- Data Source
  KAKENHI-PROJECT-15K20852
[Presentation] 赤外線深度センサを用いた体表面同時多点の呼吸誘導システムに関する研究2015
- Author(s)
  塚田拓也，市地慶，張曉勇，本間経康，髙井良尋，吉澤誠
- Organizer
  第25回インテリジェント・システム・シンポジウム
- Place of Presentation
  東北大学（宮城県・仙台市）
- Year and Date
  2015-09-24
- Data Source
  KAKENHI-PROJECT-15K20852
[Presentation] A Real-Time Feature-Based Markerless Tumor Tracking Method Using X-Ray Image Sequence for Radiotherapy2015
- Author(s)
  Yusuke Yoshida, Kei Ichiji, Xiaoyong Zhang, Noriyasu Homma, Yoshihiro Takai, Makoto Yoshizawa
- Organizer
  2015 International Workshop on Computational Intelligence for Multimedia Understanding
- Place of Presentation
  Prague (Czech Republic)
- Year and Date
  2015-10-29
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K20852
[Presentation] A Real-Time Homography-Based Algorithm for Markerless Deformable Lung Tumor Motion Tracking Using kV X-Ray Fluoroscopy2015
- Author(s)
  Xiaoyong Zhang, Noriyasu Homma, Kei Ichiji, Norihiro Sugita, Yoshihiro Takai, Makoto Yoshizawa
- Organizer
  第25回インテリジェント・システム・シンポジウム
- Place of Presentation
  東北大学（宮城県・仙台市）
- Year and Date
  2015-09-24
- Data Source
  KAKENHI-PROJECT-15K20852
[Presentation] Tumor Motion Tracking Using kV/MV X-Ray Fluoroscopy for Adaptive Radiation Therapy2015
- Author(s)
  Xiaoyong Zhang, Noriyasu Homma, Kei Ichiji, Norihiro Sugita, Yoshihiro Takai, Makoto Yoshizawa
- Organizer
  2015計測自動制御学会システム・情報部門学術講演会
- Place of Presentation
  函館アリーナ（北海道・函館市）
- Year and Date
  2015-11-18
- Data Source
  KAKENHI-PROJECT-15K20852
[Presentation] 乳房Ｘ線画像診断支援のための木構造自己組織化マップによる自動特徴抽出の試み2015
- Author(s)
  長谷川奈保，本間経康，張暁勇，市地慶，小山内実，阿部誠，杉田典大，吉澤誠
- Organizer
  第７回コンピューテーショナル・インテリジェンス研究会
- Place of Presentation
  東北大学（仙台市）
- Year and Date
  2015-05-30
- Data Source
  KAKENHI-PROJECT-26540112
[Presentation] 呼吸性移動時系列の最大リャプノフ指数推定に基づく予測可能性の検討2015
- Author(s)
  市地慶, 本間経康, 張曉勇, 武田賢, 髙井良尋 , 杉田典大, 吉澤誠
- Organizer
  2015計測自動制御学会システム・情報部門学術講演会
- Place of Presentation
  函館アリーナ（北海道・函館市）
- Year and Date
  2015-11-18
- Data Source
  KAKENHI-PROJECT-15K20852
[Presentation] 輝度分布情報の考慮による乳房X線画像の微小石灰化検出性能改善2014
- Author(s)
  大橋悠二，張暁勇，本間経康，吉澤誠
- Organizer
  第48回日本生体医工学会東北支部大会
- Place of Presentation
  東北大学（仙台市）
- Year and Date
  2014-12-06
- Data Source
  KAKENHI-PROJECT-26540112
[Presentation] 乳房X線画像診断支援のための多層自己組織化マップによる特徴分類2014
- Author(s)
  長谷川奈保，本間経康，張暁勇，大橋悠二，吉澤誠
- Organizer
  計測自動制御学会東北支部50周年記念学術講演会
- Place of Presentation
  東北大学（仙台市）
- Year and Date
  2014-12-11
- Data Source
  KAKENHI-PROJECT-26540112
[Presentation] 群特性に着目した乳房X線画像の微小石灰化群検出性能改善2014
- Author(s)
  大橋悠二，本間経康，張暁勇，石橋忠司，川住祐介，吉澤誠
- Organizer
  計測自動制御学会東北支部50周年記念学術講演会
- Place of Presentation
  東北大学（仙台市）
- Year and Date
  2014-12-11
- Data Source
  KAKENHI-PROJECT-26540112

1. Homma Noriyasu (30282023)

# of Collaborated Projects: 1 results

# of Collaborated Products: 12 results
2. ISHIBASHI Tadashi (40151401)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
3. KAWASUMI Yusuke (00513540)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
4. YOSHIZAWA Makoto (60166931)

# of Collaborated Projects: 1 results

# of Collaborated Products: 10 results
5. 費仙鳳 (20620470)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. GUPTA Madan

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. HOU Zeng-Guang

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. BUKOVSKY Ivo

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Zhang Xiaoyong 張 暁勇

Research Projects

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Co-Researchers

Toward New-Generation AI-Based CAD System: Development of Interpretable Deep Learning-Based CAD System for Breast Cancer Diagnosis Using MammogramPrincipal Investigator

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Development of High-Accuracy Tumor Tracking Systems for Next-Generation Radi ation Therapy TechnologyPrincipal Investigator

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Toward the World's First Tumor-Following Radiation Therapy Technique: Development of High-Accuracy Tumor Tracking SystemPrincipal Investigator

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Toward the World's First Tumor-Following Radiation Therapy Technique: Development of High-Accuracy Tumor Tracking SystemPrincipal Investigator

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Development of a next-generation mammography CAD system by using diagnostic logic extraction from bigdata

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Research Institution

[Journal Article] Inconsistency between Human Observation and Deep Learning Models: Assessing Validity of Postmortem Computed Tomography Diagnosis of Drowning2024

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[Journal Article] Deep Learning-Based Diagnosis of Fatal Hypothermia Using Post-Mortem Computed Tomography2023

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[Journal Article] A 2.5D Deep Learning-Based Method for Drowning Diagnosis Using Post-Mortem Computed Tomography2023

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[Journal Article] How intra-source imbalanced datasets impact the performance of deep learning for COVID-19 diagnosis using chest X-ray images2023

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[Journal Article] Risk Analysis of Breast Cancer by Using Bilateral Mammographic Density Differences: A Case-Control Study2023

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[Journal Article] Improved Tumor Image Estimation in X-Ray Fluoroscopic Images by Augmenting 4DCT Data for Radiotherapy2022

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[Journal Article] Improved Tumor Image Estimation in X-ray Fluoroscopic Images by Augmenting 4DCT Data for Radiotherapy2021

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[Journal Article] Hidden Markov Model-based Extraction of Target Objects in X-ray Image Sequence for Lung Radiation Therapy2020

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NAID

Zhang Xiaoyong 張暁勇