Affiliation Department |
Department of Computer Science
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Title |
Professor |
Homepage |
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External Link |
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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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
Authorship:Last author Language:English Publishing type:Research paper (scientific journal)
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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
Language:English Publishing type:Research paper (scientific journal)
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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
Language:English Publishing type:Research paper (scientific journal)
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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
Language:English Publishing type:Research paper (scientific journal)
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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
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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
Language:English
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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)
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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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
Event date: 2023.09
Language:Japanese Presentation type:Oral presentation (general)
Venue:筑波 Country:Japan
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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
Event date: 2023.09
Language:Japanese Presentation type:Oral presentation (general)
Venue:筑波 Country:Japan
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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
Event date: 2023.09
Language:Japanese Presentation type:Oral presentation (general)
Venue:筑波 Country:Japan
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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
Event date: 2023.09
Language:Japanese Presentation type:Oral presentation (general)
Venue:筑波 Country:Japan
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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
Event date: 2023.09
Language:Japanese Presentation type:Oral presentation (general)
Venue:大阪 Country:Japan
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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
Event date: 2023.03
Language:Japanese Presentation type:Oral presentation (general)
Venue:沖縄 Country:Japan
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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
Event date: 2023.03
Language:Japanese Presentation type:Oral presentation (general)
Venue:沖縄 Country:Japan
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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
Event date: 2023.03
Language:Japanese Presentation type:Oral presentation (general)
Venue:沖縄 Country:Japan
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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
Event date: 2023.03
Language:Japanese Presentation type:Oral presentation (general)
Venue:名古屋 Country:Japan
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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
Event date: 2023.01
Language:English Presentation type:Oral presentation (invited, special)
Venue:Jeju Country:Korea, Republic of
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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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
Award type:Award from Japanese society, conference, symposium, etc.
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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
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
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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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)
Authorship:Principal investigator Grant type:Competitive
Grant amount:\17290000 ( Direct Cost: \13300000 、 Indirect Cost:\3990000 )
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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