HONTANI Hidekata

写真a

Affiliation Department etc.

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

Degree

  • The University of Tokyo -  Doctor(Engineering)

External Career

  • 2011.04
    -
    Now

      Professor  

  • 2010.02
    -
    2011.02

    UCLA Vision Lab  

  • 2005.04
    -
    2010.03

      Associate Professor  

  • 2000.11
    -
    2005.04

      Associate Professor  

  • 1996.01
    -
    2000.10

      Research Assistant  

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Academic Society Affiliations

  • 1996.04
    -
    Now

    IEEE

 

Thesis for a degree

  • Description of Figure Shapes with Multi-scale Analysis

     

      2000.01  [Refereed]

    8   1

Papers

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

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

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

    Research paper (international conference proceedings)   Multiple Authorship

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

    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  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

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

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

    International Conference on Computer Vision     2019.10  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

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

    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  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • 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

    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  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Real-time estimation of electric fields induced by transcranial magnetic stimulation with deep neural networks

    Tatsuya Yokota, Toyohiro Maki, Tatsuya Nagata, Takenobu Murakami, Yoshikazu Ugawa, Ilkka Laakso, Akimasa Hirata, Hidekata Hontani

    Brain Stimulation   17   2019.06  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Re-staining Pathology Images by FCNN

    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  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Simultaneous Tensor Completion and Denoising by Noise Inequality Constrained Convex Optimization

    Tatsuya Yokota, Hidekata Hontani

    IEEE Access   7   15669 - 15682   2019.01  [Refereed]

    Research paper (scientific journal)   Multiple Authorship

  • Tensor Completion with Shift-invariant Cosine Bases

    Tatsuya Yokota, Hidekata Hontani

    Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)     2018.12  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

  • Simultaneous PET image reconstruction and feature extraction method using non-negative, smooth, and sparse matrix factorization

    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  [Refereed]

    Research paper (international conference proceedings)   Multiple Authorship

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Books

Review Papers

  • Multi-disciplinary computational anatomy model of pancreas tumor images

    Hidekata Hontani

      ( 7 )   2020.11

    Introduction and explanation (scientific journal)   Single Author

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

    Hidekata Hontani

      38 ( 3 ) 91 - 95   2020.06  [Refereed]  [Invited]

    Introduction and explanation (scientific journal)   Single Author

  • Spatiotemporal information integration model of pancreatic cancer and human embryo

    Hidekata Hontani, Mauricio Kugler, Akinobu Shimizu

    The CELL   50 ( 1 ) 5 - 8   2018.01  [Invited]

    Introduction and explanation (scientific journal)   Multiple Authorship

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

    Medical Imaging and Information Sciences   34 ( 2 ) 39 - 44   2017.06  [Refereed]  [Invited]

    Introduction and explanation (bulletin of university, research institution)   Single Author

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

    Akimasa Hirata, Hidekata Hontani

    The Journal of Institute of Electronics, Information and Communication Engineering     2017.05  [Refereed]

    Introduction and explanation (scientific journal)   Multiple Authorship

Presentations

  • FAST ALGORITHM FOR LOW-RANK TENSOR COMPLETION IN DELAY EMBEDDED SPACE

    Ryuki Yamamoto, Tatsuya Yokota, Akira Imakura, Hidekata Hontani

    Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC)  2021.12  -  2021.12 

  • Trend of Medical Image Researches and Models used for Medical Image Analysis

    Ryo Haraguchi, Ken-ichi Morooka, Hidekata Hontani

    2021.08  -  2021.08 

  • Construction of Subtype Classifier for Malignant Lymphoma based on H&E-stained Images using Immuno-Staining Data

    MI  2021.07  -  2021.07 

  • 深層学習と基礎方程式を用いたTMSのための誘導電場の回帰

    牧 豊大, 宇川義一, 村上丈伸, 横田達也, 平田晃正, 本谷秀堅

    電子情報通信学会医用画像研究会  2021.05  -  2021.05 

  • Fast algorithm for low-rank tensor completion in multi-way delay embedded space

    Ryuki Yamamoto, et al.

    2020.12  -  2020.12 

  • Extracting and Visualization of Essential Features for Staining Translation of Pathological Images

    Ryoichi Koga, et al.

    2020.01  -  2020.01 

  • High precision metal artifacts reduction in X-ray CT images by Deep Image Prior and sinogram normalization

    Hiroya Satake, et al.

    2020.01  -  2020.01 

  • Mutual stain transfer among differently stained pathological images with Extraction of Common Image Features

    Hideo Adachi, et al.

    2020.01  -  2020.01 

  • Improvement of a statistical model of human embryonic anatomical landmarks

    Aoi Shinjo, et al.

    2020.01  -  2020.01 

  • Construction of Basis Vectors for Representation of Immunostaining Combination by Non-negative Matrix Decomposition

    Kaho Ko, et al.

    2020.01  -  2020.01 

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