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Affiliation Department |
Department of Computer Science
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Professor |
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HONTANI Hidekata
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External Career
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Nagoya Institute of Technology Professor
2011.04
Country：Japan
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UCLA Vision Lab
2010.02 - 2011.02
Country：United States
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Nagoya Institute of Technology Associate Professor
2005.04 - 2010.03
Country：Japan
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山形大学工学部 准教授
2000.11 - 2005.04
Country：Japan
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東京大学工学部 助手
1996.01 - 2000.10
Country：Japan
Professional Memberships
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IEEE
1996.04
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計測自動制御学会
1991.04
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電気情報通信学会
1991.04
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情報処理学会
1991.04
Papers
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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
Language：English Publishing type：Research paper (international conference proceedings)
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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
Language：English Publishing type：Research paper (international conference proceedings)
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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
Language：English Publishing type：Research paper (international conference proceedings)
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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
Language：English Publishing type：Research paper (scientific journal)
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Robust 3D image reconstruction of pancreatic cancer tumors from histopathological images with different stains and its quantitative performance evaluation International Journal of Computer Assisted Radiology and Surgery Reviewed
Mauricio Kugler, Yushi Goto, Yuki Tamura, Naoki Kawamura, Hirokazu Kobayashi, Tatsuya Yokota, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Akinobu Shimizu, Hidekata Hontani
International Journal of Computer Assisted Radiology and Surgery 14 ( 12 ) 2047 - 2055 2019.07
Language：English Publishing type：Research paper (scientific journal)
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Real-time estimation of electric fields induced by transcranial magnetic stimulation with deep neural networks Reviewed International coauthorship International journal
Tatsuya Yokota, Toyohiro Maki, Tatsuya Nagata, Takenobu Murakami, Yoshikazu Ugawa, Ilkka Laakso, Akimasa Hirata, Hidekata Hontani
Brain Stimulation 17 2019.06
Language：English Publishing type：Research paper (scientific journal)
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Re-staining Pathology Images by FCNN Reviewed International journal
Masayuki Fujitani, Yoshihiko Mochizuki, Satoshi Iizuka, Edgar Simo-Serra, Hirokazu Kobayashi, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Hidekata Hontani, Hiroshi Ishikawa
16th International Conference on Machine Vision Applications 2019.05
Language：English Publishing type：Research paper (international conference proceedings)
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Simultaneous Tensor Completion and Denoising by Noise Inequality Constrained Convex Optimization Reviewed International journal
Tatsuya Yokota, Hidekata Hontani
IEEE Access 7 15669 - 15682 2019.01
Language：English Publishing type：Research paper (scientific journal)
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Tensor Completion with Shift-invariant Cosine Bases Reviewed International journal
Tatsuya Yokota, Hidekata Hontani
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) 2018.12
Language：English Publishing type：Research paper (international conference proceedings)
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Simultaneous PET image reconstruction and feature extraction method using non-negative, smooth, and sparse matrix factorization Reviewed International journal
Kawai, Kazuya and Hontani, Hidekata and Yokota, Tatsuya and Sakata, Muneyuki and Kimura, Yuichi
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2018 2018.11
Language：English Publishing type：Research paper (international conference proceedings)
Books and Other Publications
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Multidisciplinary Computational Anatomy: Toward Integration of Artificial Intelligence with MCA-based Medicine
Makoto Hashizume, et al.（ Role： Joint author）
Springer 2021.12
Language：eng Book type：Scholarly book
Other Link： https://www.amazon.co.jp/Multidisciplinary-Computational-Anatomy-Integration-Intelligence/dp/9811643245
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Introduction to Medical Image Deep Learning
（ Role： Joint author）
2020.04
Responsible for pages：2 Language：jpn Book type：Scholarly book
Other Link： https://www.amazon.co.jp/dp/B087CPYCHW
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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 ）
Responsible for pages：39-150 Language：eng Book type：Scholarly book
Other Link： https://www.amazon.co.jp/dp/4431559744
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Iwanami Data Science vol.5, Sparse Modeling and Multivariate Data Analysis
（ Role： Joint author）
Iwanami 2017.02
Language：jpn Book type：Scholarly book
Other Link： https://www.amazon.co.jp/dp/4000298550
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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
Language：jpn Book type：Dictionary, encyclopedia
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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
Language：jpn Book type：Dictionary, encyclopedia
Misc
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Multi-disciplinary computational anatomy model of pancreas tumor images
Hidekata Hontani
( 7 ) 2020.11
Authorship：Lead author Language：Japanese Publishing type：Article, review, commentary, editorial, etc. (scientific journal)
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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
Authorship：Lead author Language：Japanese Publishing type：Article, review, commentary, editorial, etc. (scientific journal)
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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
Language：Japanese Publishing type：Article, review, commentary, editorial, etc. (scientific journal)
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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
Language：Japanese Publishing type：Article, review, commentary, editorial, etc. (scientific journal)
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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
Language：Japanese Publishing type：Article, review, commentary, editorial, etc. (bulletin of university, research institution)
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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
Language：Japanese Publishing type：Article, review, commentary, editorial, etc. (scientific journal)
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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
Language：Japanese Publishing type：Article, review, commentary, editorial, etc. (other) Publisher：電子情報技術産業協会 (JEITA)
Presentations
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FAST ALGORITHM FOR LOW-RANK TENSOR COMPLETION IN DELAY EMBEDDED SPACE International conference
Ryuki Yamamoto, Tatsuya Yokota, Akira Imakura, Hidekata Hontani
Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)
Event date： 2021.12
Language：English Presentation type：Poster presentation
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3次元再構成した膵癌腫瘍の病理顕微鏡画像中の新生血管構造記述
石牧祐香, 横田達也, クグレ マウリシオ, 大内田研宙, 本谷秀堅
電子情報通信学会医用画像研究会
Event date： 2021.11
Language：Japanese Presentation type：Oral presentation (general)
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MR 画像からの 3 次元導電率分布の回帰による TMS のための誘導電場の回帰精度の改善
牧 豊大 横田 達也，平田 晃正，本谷 秀堅
医用画像工学会大会
Event date： 2021.10
Language：Japanese Presentation type：Oral presentation (general)
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Trend of Medical Image Researches and Models used for Medical Image Analysis International conference
Ryo Haraguchi, Ken-ichi Morooka, Hidekata Hontani
Event date： 2021.08
Language：Japanese Presentation type：Oral presentation (general)
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Construction of Subtype Classifier for Malignant Lymphoma based on H&E-stained Images using Immuno-Staining Data
MI
Event date： 2021.07
Language：Japanese Presentation type：Oral presentation (general)
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Regression of Induced Electric Field for TMS by using Neural Network and Governing Equation
Hiromasa Maki, Yoshikazu Ugawa, Takenobu Murakami, Tatsuya Yokota, Hiromasa Hirata, Hidekata Hontani
MI
Event date： 2021.05
Language：English Presentation type：Oral presentation (general)
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Fast algorithm for low-rank tensor completion in multi-way delay embedded space
Ryuki Yamamoto, et al.
Event date： 2020.12
Language：Japanese Presentation type：Oral presentation (general)
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Extracting and Visualization of Essential Features for Staining Translation of Pathological Images
Ryoichi Koga, et al.
Event date： 2020.01
Language：Japanese Presentation type：Oral presentation (general)
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High precision metal artifacts reduction in X-ray CT images by Deep Image Prior and sinogram normalization
Hiroya Satake, et al.
Event date： 2020.01
Language：Japanese Presentation type：Oral presentation (general)
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Mutual stain transfer among differently stained pathological images with Extraction of Common Image Features
Hideo Adachi, et al.
Event date： 2020.01
Language：Japanese Presentation type：Oral presentation (general)
Industrial Property Rights
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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
Application no：特願2021-131711 Date applied：2021.08
Country of applicant：Domestic Country of acquisition：Domestic
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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
Application no：特願 2016-033658 Date applied：2016.02
Country of applicant：Domestic Country of acquisition：Domestic
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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
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
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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
Patent/Registration no：4694701 Date registered：2011.03 Date issued：2011.03
Country of applicant：Domestic Country of acquisition：Domestic
Awards
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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
Award type：Award from Japanese society, conference, symposium, etc. Country：Japan
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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
Award type：Award from Japanese society, conference, symposium, etc. Country：Japan
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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
Award type：Award from Japanese society, conference, symposium, etc. Country：Japan
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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.
Award type：Award from international society, conference, symposium, etc. Country：Japan
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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
Award type：Award from Japanese society, conference, symposium, etc. Country：Japan
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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
Award type：Award from international society, conference, symposium, etc. Country：Portugal
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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
Award type：Award from Japanese society, conference, symposium, etc. Country：Japan
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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
Award type：Award from Japanese society, conference, symposium, etc. Country：Japan
Scientific Research Funds Acquisition Results
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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)
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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
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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
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計測自動制御学会 計測部門長
2016.04 - 2017.03
Committee type：Academic society
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日本医用画像工学会 論文集編集委員
2013.04
Committee type：Academic society
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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
Committee type：Academic society
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電気情報通信学会 医用画像研究会 幹事
2010.04
Committee type：Academic society
Social Activities
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「見る・聴く・話す」知覚メディア技術の最先端
Role(s)： Lecturer
2015.08
Audience： High school students, General