Papers - HONTANI Hidekata
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A study of criteria for grading follicular lymphoma using a cell type classifier from pathology images based on complementary-label learning Reviewed
Koga, Ryoichi and Koide, Shingo and Tanaka, Hiromu and Taguchi, Kei and Kugler, Mauricio and Yokota, Tatsuya and Ohshima, Koichi and Miyoshi, Hiroaki and Nagaishi, Miharu and Hashimoto, Noriaki and Takeuchi, Ichiro and Hontani, Hidekata
Micron 30 2024.05
Language:English Publishing type:Research paper (scientific journal)
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Adaptive Block Sparse Regularization Under Arbitrary Linear Transform Reviewed
Takanobu Furuhashi, Hidekata Hontani, Tatsuya Yokota
European conference on signal processing 2024.08
Language:English
Other Link: https://arxiv.org/pdf/2401.15292
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Modification of DDIM Encoding for Generating Counterfactual Pathology Images of Malignant Lymphoma Reviewed
Ryoichi Koga, Mauricio Kugler, Tatsuya Yokota, Kouichi Ohshima, Hiroaki Miyoshi, Miharu Nagaishi, Noriaki Hashimoto, Ichiro Takeuchi, Hidekata Hontani
International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications 2 519 - 527 2024.02
Language:English Publishing type:Research paper (international conference proceedings)
Other Link: https://www.scitepress.org/Papers/2024/123661/123661.pdf
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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)
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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)
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Super-Resolution of Magnetic Resonance Images via Convex Optimization with Local and Global Prior Regularization and Spectrum Fitting Reviewed International journal
Naoki Kawamura, Tatsuya Yokota, Hidekata Hontani
ternational Journal of Biomedical Imaging 2018.09
Language:English Publishing type:Research paper (scientific journal)