HONTANI Hidekata

写真a

Affiliation Department

Department of Computer Science
Department of Computer Science
Advanced Medical Physics and IT Research Center / Center for Research and Development in Higher Engineering-Education

Title

Professor

Homepage

http://www.iu.nitech.ac.jp/

External Link

Degree

  • Doctor(Engineering) ( 2000.04   The University of Tokyo )

External Career

  • Nagoya Institute of Technology   Professor

    2011.04

      More details

    Country:Japan

  • UCLA Vision Lab

    2010.02 - 2011.02

      More details

    Country:United States

  • Nagoya Institute of Technology   Associate Professor

    2005.04 - 2010.03

      More details

    Country:Japan

  • 山形大学工学部   准教授

    2000.11 - 2005.04

      More details

    Country:Japan

  • 東京大学工学部   助手

    1996.01 - 2000.10

      More details

    Country:Japan

display all >>

Professional Memberships

  • IEEE

    1996.04

  • 計測自動制御学会

    1991.04

  • 電気情報通信学会

    1991.04

  • 情報処理学会

    1991.04

 

Papers

  • Electric Field Regression and Error Variance Estimation for Transcranial Magnetic Stimulation using Deep Neural Networks Reviewed

    Toyohiro MAKI, Tatsuya YOKOTA, Akimasa HIRATA, Hidekata HONTANI

    Advanced Biomedical Engineering   12   225 - 235   2023.11

     More details

    Authorship:Last author   Language:English   Publishing type:Research paper (scientific journal)  

  • Improved artificial intelligence discrimination of minor histological populations by supplementing with color‑adjusted images Invited Reviewed

    Satomi Hatta, Yoshihito Ichiuji, Shingo Mabu, Mauricio Kugler, Hidekata Hontani, Tadakazu Okoshi, Haruki Fuse, Takako Kawada, Shoji Kido, Yoshiaki Imamura, Hironobu Naiki, Kunihiro Inai

    Scientific Reports   2023.11

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

  • Case-based similar image retrieval for weakly annotated large histopathological images of malignant lymphoma using deep metric learning Reviewed

    Medical Image Analysis   85   2023.04

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

  • Subtype classification of malignant lymphoma using immunohistochemical staining pattern Reviewed

    Noriaki Hashimoto, Kaho Ko, Tatsuya Yokota, Kei Kohno, Masato Nakaguro, Shigeo Nakamura, Ichiro Takeuchi, Hidekata Hontani:

    17 ( 7 )   1379 - 1389   2022.01

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

  • Bayesian Tensor Completion and Decomposition with Automatic CP Rank Determination Using MGP Shrinkage Prior Invited Reviewed

    Hiromu Takayama, Qibin Zhao, Hidekata Hontani, Tatsuya Yokota:

    SN Computer Science   3   2022.01

  • Manifold Modeling in Embedded Space: An Interpretable Alternative to Deep Image Prior Reviewed International coauthorship

    Tatsuya Yokota, Hidekata Hontani, Qibin Zhao, Andrzej Cichocki

    IEEE Transactions on Neural Networks and Learning Systems   33   1022 - 1036   2022.01

     More details

    Language:English  

  • Computing Valid P-Values for Image Segmentation by Selective Inference Reviewed International journal

    Kosuke Tanizaki, Noriaki Hashimoto, Yu Inatsu, Hidekata Hontani, Ichiro Takeuchi

    Proc. Computer Vision and Pattern Recognition (CVPR) 2020   9553 - 9562   2020.06

     More details

    Language:English   Publishing type:Research paper (international conference proceedings)  

    Other Link: https://openaccess.thecvf.com/content_CVPR_2020/html/Tanizaki_Computing_Valid_P-Values_for_Image_Segmentation_by_Selective_Inference_CVPR_2020_paper.html

  • Multi-scale Domain-adversarial Multiple-instance CNN for Cancer Subtype Classification with Unannotated Histopathological Images Reviewed International journal

    Noriaki Hashimoto, Daisuke Fukushina, Ryoichi Koga, Yusuke Takagi, Kaho Ko, Kei Kohno, masato Nakaguro, Shigeo Nakamura, Hidekata Hontani, Ichiro Takeuchi

    Proc. Computer Vision and Pattern Recognition (CVPR) 2020   3852 - 3861   2020.06

     More details

  • Dynamic PET Image Reconstruction Using Nonnegative Matrix Factorization Incorporated with Deep Image Prior Reviewed International journal

    Tatsuya Yokota, Kazuya Kawai, Muneyuki Sakata, Yuichi Kimura, Hidekata Hontani

    International Conference on Computer Vision   2019.10

     More details

    Language:English   Publishing type:Research paper (international conference proceedings)  

  • Spatiotemporal Statistical Model of Anatomical Landmarks on a Human Embryonic Brain Reviewed International journal

    Aoi Shinjo, Atsushi Saito, Tetsuya Takakuwa, Shigehito Yamada, Hidekata Hontani, Hiroshi Matsuzoe, Shoko Miyauchi, Ken'ichi Morooka, Akinobu Shimizu

    Uncertainty Quantification and Noise Modelling   2019.10

     More details

    Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.1007/978-3-030-32689-0_10

display all >>

Books and Other Publications

  • Multidisciplinary Computational Anatomy: Toward Integration of Artificial Intelligence with MCA-based Medicine

    Makoto Hashizume, et al.( Role: Joint author)

    Springer  2021.12 

     More details

  • Introduction to Medical Image Deep Learning

    ( Role: Joint author)

    2020.04 

     More details

    Responsible for pages:2   Language:jpn   Book type:Scholarly book

    Other Link: https://www.amazon.co.jp/dp/B087CPYCHW

  • Computational Anatomy Based on Whole Body Imaging

    Hidefumi Kobatake, Yoshitaka Masutani, Hidekata Hontani, et al.( Role: Joint author)

    Springer  2017.06  ( ISBN:978-4-431-55976-4

     More details

    Responsible for pages:39-150   Language:eng   Book type:Scholarly book

    Other Link: https://www.amazon.co.jp/dp/4431559744

  • Iwanami Data Science vol.5, Sparse Modeling and Multivariate Data Analysis

    ( Role: Joint author)

    Iwanami  2017.02 

     More details

    Language:jpn   Book type:Scholarly book

    Other Link: https://www.amazon.co.jp/dp/4000298550

  • 実践 医用画像解析ハンドブック

    藤田 広志他( Role: Joint author)

    オーム社  2012.11 

     More details

    Language:jpn   Book type:Dictionary, encyclopedia

  • 医用画像工学ハンドブック

    医用画像工学ハンドブック編集委員会( Role: Joint author)

    ⽇本医⽤画像⼯学会  2012.09 

     More details

    Language:jpn   Book type:Dictionary, encyclopedia

Misc

  • Multi-disciplinary computational anatomy model of pancreas tumor images

    Hidekata Hontani

    ( 7 )   2020.11

     More details

    Authorship:Lead author   Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (scientific journal)  

  • Construction of Multi-Scale Model of Pancreatic Cancer Tumor from MRI image and Pathological Microscopic Images Invited Reviewed

    Hidekata Hontani

    38 ( 3 )   91 - 95   2020.06

     More details

    Authorship:Lead author   Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (scientific journal)  

    DOI: https://doi.org/10.11409/mit.38.91

  • 病理顕微鏡画像のレジストレーション手法 Invited

    本谷 秀堅

    36 ( 4 )   157 - 162   2018.09

     More details

    Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (scientific journal)  

  • Spatiotemporal information integration model of pancreatic cancer and human embryo Invited

    Hidekata Hontani, Mauricio Kugler, Akinobu Shimizu

    The CELL   50 ( 1 )   5 - 8   2018.01

     More details

    Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (scientific journal)  

  • Research trend of deep neural network from a viewpoint of medical image processing Invited Reviewed

    Medical Imaging and Information Sciences   34 ( 2 )   39 - 44   2017.06

     More details

    Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (bulletin of university, research institution)  

  • Personalized Diagnosis and Therapy Based on Electromagnetic Simulation and Machine Learning Reviewed

    Akimasa Hirata, Hidekata Hontani

    The Journal of Institute of Electronics, Information and Communication Engineering   2017.05

     More details

    Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (scientific journal)  

  • ソーシャル・センシングソリューション技術調査報告(編集および緒言)

    本谷秀堅・鏡慎吾ほか

    2015.03

     More details

    Language:Japanese   Publishing type:Article, review, commentary, editorial, etc. (other)   Publisher:電子情報技術産業協会 (JEITA)  

Presentations

  • 曖昧ラベルからの補ラベル学習を用いた悪性リンパ腫病理画像における細胞核分類器の構築と 濾胞性リンパ腫の悪性度定量化の試み

    古賀諒一、本谷秀堅、ほか

    JAMIT若手医用画像工学シンポジウム  2023.09  JAMIT

     More details

    Event date: 2023.09

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:筑波   Country:Japan  

  • 悪性リンパ腫病理画像の定量評価基準構築に向けた反事実画像生成のための 条件付き拡散モデルの検討

    古賀諒一、本谷秀堅、ほか

    JAMIT若手医用画像工学シンポジウム  2023.09  JAMIT

     More details

    Event date: 2023.09

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:筑波   Country:Japan  

  • 病理顕微鏡画像の 3 次元再構成による膵がんの微小環境解析

    光岡佑将、本谷秀堅、ほか

    JAMIT若手医用画像工学シンポジウム   2023.09 

     More details

    Event date: 2023.09

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:筑波   Country:Japan  

  • Wavelet 変換を用いた拡散モデルによる異常領域の検出

    飛世裕貴、本谷秀堅、ほか

    JAMIT若手医用画像工学シンポジウム  2023.09  JAMIT

     More details

    Event date: 2023.09

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:筑波   Country:Japan  

  • 濾胞性リンパ腫の悪性度の定量化に向けた補ラベル学習を用いた細胞核分類器の構築

    古賀諒一・クグレ マウリシオ・横田達也(名工大)・大島孝一・三好寛明・永石美晴(久留米大)・橋本典明(理研)・竹内一郎(名大)・本谷秀堅(名工大

    電子情報通信学会医用画像研究会  2023.09  電子情報通信学会

     More details

    Event date: 2023.09

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:大阪   Country:Japan  

  • 確率密度推定に基づく胸部CT画像に対する異常領域の検出

    飛世裕貴、本谷秀堅、他

    電子情報通信学会医用画像研究会  2023.03  電子情報通信学会

     More details

    Event date: 2023.03

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:沖縄   Country:Japan  

  • 病理顕微鏡画像のアノテーションラベルの高精度化

    安間大貴・クグレ マウリシオ・横田達也(名工大)・有廣光司(広島大)・本谷秀堅(名工大)

    電子情報通信学会医用画像研究会  2023.03  電子情報通信学会

     More details

    Event date: 2023.03

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:沖縄   Country:Japan  

  • 悪性リンパ腫の定量評価基準構築に向けた反事実画像の生成

    古賀諒一・クグレ マウリシオ・横田達也(名工大)・大島孝一・三好寛明・永石美晴(久留米大)・橋本典明・竹内一郎(名大)・本谷秀堅

    電子情報通信学会医用画像研究会  2023.03  電子情報通信学会

     More details

    Event date: 2023.03

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:沖縄   Country:Japan  

  • 大学におけるオンデマンド遠隔講義について

    本谷秀堅

    電気学会全国大会  2023.03  電気学会

     More details

    Event date: 2023.03

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:名古屋   Country:Japan  

  • Toward the Construction of Quantitative Evaluation Criteria for the Diagnosis of Malignant Lymphoma Invited International conference

    Hidekata Hontani

    International Forum on Medical Imaging in Asia  2023.01 

     More details

    Event date: 2023.01

    Language:English   Presentation type:Oral presentation (invited, special)  

    Venue:Jeju   Country:Korea, Republic of  

display all >>

Industrial Property Rights

  • 診断装置、情報取得方法及びプログラム

    大島孝一, 三好寛明, 永石美晴, 竹内一郎, 本谷秀堅

     More details

    Application no:特願2021-131711  Date applied:2021.08

    Country of applicant:Domestic   Country of acquisition:Domestic

  • 生体内超音波三次元画像生成装置およびそれを用いた生体動脈血管形状検出装置

    本谷 秀堅, 野村 香織, 益田 博之, 小山 俊彦

     More details

    Application no:特願 2016-033658  Date applied:2016.02

    Country of applicant:Domestic   Country of acquisition:Domestic

  • 動脈血管検出装置および動脈血管評価装置

    本谷 秀堅, 益田 博之, 小山 俊彦

     More details

    Application no:特願 2016-005634  Date applied:2016.01

    Patent/Registration no:6621015  Date registered:2019.11  Date issued:2019.11

    Country of applicant:Domestic   Country of acquisition:Domestic

  • 情報検索方法、情報検索装置およびロボットの動作制御装置

    安藤繁, 本谷秀堅

     More details

    Patent/Registration no:4694701  Date registered:2011.03  Date issued:2011.03

    Country of applicant:Domestic   Country of acquisition:Domestic

Awards

  • JAMIT若手医用画像工学シンポジウム奨励賞

    2023.09   日本医用画像工学会   Wavelet変換を用いた拡散モデルによる異常領域の検出

    飛世裕貴

     More details

    Award type:Award from Japanese society, conference, symposium, etc.  Country:Japan

  • JAMIT若手医用画像工学シンポジウム奨励賞

    2023.09   日本医用画像工学会   病理顕微鏡画像の3次元再構成による膵がんの微小環境解析

    光岡佑将

     More details

    Award type:Award from Japanese society, conference, symposium, etc. 

  • 生体医用画像工学会 大会奨励賞

    2019.07   日本医用画像工学会  

    牧豊大

     More details

    Award type:Award from Japanese society, conference, symposium, etc.  Country:Japan

  • 生体医用画像工学会 大会奨励賞

    2018.07   日本医用画像工学会   膵癌腫瘍の経時変化計測のための部分剛体微分同相写像

    田村 友輝

     More details

    Award type:Award from Japanese society, conference, symposium, etc.  Country:Japan

  • 生体医用画像工学会 大会奨励賞

    2018.07   日本医用画像工学会   膵癌腫瘍のマルチモーダル 3 次元モデルの構築と 3 次元ミクロ解剖構造解析

    五嶋 優詞

     More details

    Award type:Award from Japanese society, conference, symposium, etc.  Country:Japan

  • Cum Laude Poster Award

    2018.02   SPIE Medical Imaging   Landmark-based reconstruction of 3D smooth structures from serial histological sections

    N. Kawamura, H. Kobayashi, T. Yokota, H, Hontani, C. Iwamoto, K. Ohuchida, M. Hashizume.

     More details

    Award type:Award from international society, conference, symposium, etc.  Country:Japan

  • 日本医用画像工学会大会奨励賞

    2017.07   日本医用画像工学会  

    河村直輝, 本谷秀堅

     More details

    Award type:Award from Japanese society, conference, symposium, etc.  Country:Japan

  • Student Award, VISAPP 2017

    2017.03   International Conference on Computer Vision Theory and Applications   Restoration of Temporal Image Sequence from a Single Image Captured by a Correlation Image Sensor

    Kohei Kawade, Akihiro Wakita, Tastuya Yokota, Hidekata Hontani, Shigeru Ando

     More details

    Award type:Award from international society, conference, symposium, etc.  Country:Portugal

  • 日本医用画像工学会大会奨励賞

    2012.08   日本医用画像工学会  

    恒川優人, 本谷秀堅

     More details

    Award type:Award from Japanese society, conference, symposium, etc.  Country:Japan

  • 電子情報通信学会医用画像研究会奨励賞

    2012.04   電子情報通信学会医用画像研究会  

    澤田好秀, 本谷秀堅

     More details

    Award type:Award from Japanese society, conference, symposium, etc.  Country:Japan

Scientific Research Funds Acquisition Results

  • 細胞組織形態に基づく病型識別器の構築と悪性リンパ腫の異型性解析基盤の実現

    2022.04 - 2025.03

    日本学術振興会  科学研究費  基盤研究(B)

      More details

    Authorship:Principal investigator  Grant type:Competitive

    Grant amount:\17290000 ( Direct Cost: \13300000 、 Indirect Cost:\3990000 )

  • 膵癌腫瘍3次元内部構造の徹底的な理解のための超高精細情報空間構築

    2018.04 - 2021.03

    科学研究費補助金  基盤研究(B)

  • 多元計算解剖学における基礎数理

    2014.06 - 2019.03

    科学研究費補助金  新学術領域研究

    本谷 秀堅

  • 大規模計算解剖モデルのハイブリッド階層化による汎化性能と頑健性の圧倒的向上

    2014.04 - 2017.03

    科学研究費補助金  基盤研究(C)

    本谷秀堅

 

Committee Memberships

  • 計測自動制御学会   計測部門長  

    2016.04 - 2017.03   

      More details

    Committee type:Academic society

  • 日本医用画像工学会   論文集編集委員  

    2013.04   

      More details

    Committee type:Academic society

  • 電気情報通信学会   パターン認識・メディア理解研究会 委員  

    2013.04   

      More details

    Committee type:Academic society

  • 電気情報通信学会   医用画像研究会 幹事  

    2010.04   

      More details

    Committee type:Academic society

Social Activities

  • 「見る・聴く・話す」知覚メディア技術の最先端

    Role(s): Lecturer

    2015.08

     More details

    Audience: High school students, General