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)
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Accurate 3D Reconstruction of a Whole Pancreatic Cancer Tumor from Pathology Images with Different Stains International journal
Mauricio Kugler, Yushi Goto, Naoki Kawamura, Hirokazu Kobayashi, Tatsuya Yokota, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Hidekata Hontani
Computational Pathology and Ophthalmic Medical Image Analysis 35 - 43 2018.09
Language：English Publishing type：Research paper (international conference proceedings)
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Construction of a Generative Model of H&E Stained Pathology Images of Pancreas Tumors Conditioned by a Voxel Value of MRI Image Reviewed International journal
Tomoshige Shimomura, Mauricio Kugler, Tatsuya Yokota, Chika Iwamoto, Kenoki Ohuchida, Makoto Hashizume, Hidekata Hontani
Computational Pathology and Ophthalmic Medical Image Analysis 27 - 34 2018.09
Language：English Publishing type：Research paper (international conference proceedings)
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Missing Slice Recovery for Tensors Using a Low-Rank Model in Embedded Space Reviewed International coauthorship International journal
Tatsuya Yokota, Burak Erem, Seyhmus Guler, Simon K. Warfield, Hidekata Hontani
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2018) 2018.06
Language：English Publishing type：Research paper (international conference proceedings)
Other Link： http://openaccess.thecvf.com/content_cvpr_2018/html/Yokota_Missing_Slice_Recovery_CVPR_2018_paper.html
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Landmark-based reconstruction of 3D smooth structures from serial histological sections Reviewed International journal
Naoki Kawamura, Tatsuya Yokota, Hidekata Hontani, et al.
SPIE Conference on Medical Imaging 2018.02
Language：English Publishing type：Research paper (international conference proceedings)
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A spatiotemporal statistical shape model of the brain surface during human embryonic development Reviewed
Kazuki Kasahara, Atsushi Saito, Tetsuya Takakuwa, Shigehito Yamada, Hiroshi Matsuzoe, Hidekata Hontani, Akinobu Shimizu
Advanced Biomedical Engineering 2018
Language：English Publishing type：Research paper (scientific journal)
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An Efficient Method for Adapting Step-size Parameters of Primal-dual Hybrid Gradient Method in Application to Total Variation Regularization Reviewed International journal
Tatsuya Yokota, Hidekata Hontani
Asia-Pacific Signal and Information Processing Association 2017.12
Language：English Publishing type：Research paper (international conference proceedings)
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A robust PET Image reconstruction using constrained non-negative matrix factorization Reviewed
kazuya Kawai, Tatsuya Yokota, Hidekata Hontani
Asia-Pacific Signal and Information Processing Association 2017.12
Language：English Publishing type：Research paper (international conference proceedings)
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Parametric PET Image Reconstruction via Regional Spatial Bases and Pharmacokinetic Time Activity Model Reviewed International journal
Naoki Kawamura, Tatsuya Yokota, Hidekata Hontani, Muneyuki Sakata, Yuichi Kimura
Entropy 19 ( 11 ) 629 2017.11
Language：English Publishing type：Research paper (scientific journal)
DOI： 10.3390/e19110629
Other Link： http://www.mdpi.com/1099-4300/19/11/629
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Tatsuya Yokota, Hidekata Hontani
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 3732 - 3740 2017.07
Language：English Publishing type：Research paper (international conference proceedings)
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A spatiotemporal statistical model for eyeballs of human embryos Reviewed
Masashi KISHIMOTO, Atsushi SAITO, Tetsuya TAKAKUWA, Shigehito YAMADA, Hiroshi MATSUZOE, Hidekata HONTANI, Akinobu SHIMIZU
IEICE Transactions on Information and Systems E100-D ( 7 ) 1505 - 1515 2017.07
Language：English Publishing type：Research paper (scientific journal)
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Construction on multi-scale spatiotemporal model of pancreas tumor from pathology images and time series MR images Reviewed International journal
Valentin TRIQUET, Mauricio Kugler, Hidekata Hontani
International congress and Exhibition on Computer Assisted Radiology and Surgery 2017.06
Language：English Publishing type：Research paper (international conference proceedings)
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Restoration of Temporal Image Sequence from a Single Image captured by a Correlation Image Sensor Reviewed International journal
Kohei Kawade, Akihiro Wakita, Tastuya Yokota, Hidekata Hontani, Shigeru Ando
International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications 2017.02
Language：English Publishing type：Research paper (international conference proceedings)
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Mathematical Foundations for 3D Reconstruction of Micro Anatomical Structures from Serial Histological Sections
Hidekata Hontani
International Forum on Medical Imaging in Asia 2017.01
Language：English Publishing type：Research paper (international conference proceedings)
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A New Parametric Description for Line Structures in 3D Medical Images by means of a Weighted Integral Method Reviewed International journal
Hidetoshi Goto, Hidekata Hontani
Proceedings, the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP 2016) 2016.02
Language：English Publishing type：Research paper (international conference proceedings)
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A Study on Model Selection from the q-Exponential Distribution for Constructing an Organ Point Distribution Model Reviewed International journal
Mitsunori Yamada, Hidekata Hontani, Hiroshi Matsuzoe
PSIVT Workshops 2015, Lecture Notes in Computer Science 9555 258 - 269 2015.11
Language：English Publishing type：Research paper (international conference proceedings) Publisher：Springer
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Hidetoshi Goto and Hidekata Hontani
The IEICE Transactions on Information and Systems Vol. J98-D ( No.4 ) 571 - 584 2015.04
Language：Japanese Publishing type：Research paper (scientific journal)
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Description of Retinal Blood Vessels Using the Weighted Integral Method Reviewed
Hidetoshi Goto, Hidekata Hontani
Proceedings of Joint Conference of IWAIT and IFMIA 1 - 3 2015.01
Language：English Publishing type：Research paper (international conference proceedings)
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Local Estimation of High Velocity Optical Flow with Correlation Image Sensor Reviewed
Hidekata Hontani, Go Oishi, and Tomohiro Kitagawa
Proceedings of European Conference on Computer Vision (ECCV 2014) 235 - 249 2014.09
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings)
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A Framework for ODF Inference by Using Fiber Tract Adaptive MPG Selection Reviewed
Hidekata Hontani, Kazunari Iwamoto, Yoshitaka Masutani
Proceedings of the internatonal workshop on Computational diffusion MRI 2013.09
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings)
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Accurate and Robust Registration of Nonrigid Surface Using Hierarchical Statistical Shape Model Reviewed
Hidekata Hontani, Yuto Tsunekawa, Yoshihide Sawada
Proceedings of CVPR 2013.06
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings)
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Variational Method for Computing Average Images of Biological Organs Reviewed
Shun Inagaki, Atsushi Imiya, Hidekata Hontani, Shohei Hanaoka, Yoshitaka Masutani
Proceedings of the internatonal conference on Scale Space and Variational Methods in Computer Vision 2013.06
Language：English Publishing type：Research paper (international conference proceedings)
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A Weighted Integral Method for Parametrically Describing Local Image Appearance Reviewed
Hidetoshi Goto, Hidekata Hontani
IPSJ Transactions on Computer Vision and Applications 5 70 - 74 2013.05
Language：English Publishing type：Research paper (scientific journal)
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Statistical Shape Model for Nonrigid Registration between Surface Model and Medical Images Invited Reviewed
Hidekata Hontani, Yoshihide Sawada
J96-D ( 4 ) 769 - 781 2013.04
Authorship：Lead author Language：Japanese Publishing type：Research paper (scientific journal)
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A Study on Graphical Model Structure for Representing Statistical Shape Model of Point Distribution Model Reviewed
Yoshihide Sawada, Hidekata Hontani
Proceedings of International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2012) 2012.10
Language：English Publishing type：Research paper (international conference proceedings)
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グラフィカルモデルの構造推定と確率推論法の違いによるPoint Distribution Modelと医用画像の非剛体位置合わせの精度比較 Reviewed
澤田好秀, 本谷秀堅
電子情報通信学会論文誌 J95-D ( 8 ) 1541 - 1553 2012.08
Language：Japanese Publishing type：Research paper (scientific journal)
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Robust Nonrigid ICP Using Outlier-Sparsity Regularization Reviewed
Yoshihide Sawada, Hidekata Hontani
Proceedings of International Conference on Computer Vision and Pattern Recognition (CVPR 2012) 2012.06
Language：English Publishing type：Research paper (international conference proceedings)
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A Comparison Study of Inferences on Graphical Model for Registering Surface Model to 3D Image Reviewed
Yoshihide Sawada, Hidekata Hontani
Proceedings of Second International Workshop in Machine Learning in Medical Imaging 257 - 264 2011.09
Language：English Publishing type：Research paper (international conference proceedings)
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MAP-Based Denoising of Dynamic PET Data for Quantitative Receptor Imaging Reviewed
N. Hoshino, H. Hontani, K. Sakaguchi, M. Sakata, K. Ishiwata, Y. Kimura
SPIE Medical Imaging Conference 2011.02
Language：English Publishing type：Research paper (other academic)
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Denoising for PET Dynamic Data using Parametric Eigenspace Reviewed
N. Hoshino, H. Hontani, K. Sakaguchi, M. Sakata, K. Ishiwata, Y. Kimura
28 ( 5 ) 362 - 370 2010.11
Language：Japanese Publishing type：Research paper (scientific journal)
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Estimation of Posterior Marginal Distribution of Each Point in Registration of Point Distribution Model Reviewed
Hidekata Hontani, Wataru Watanabe
Proceeding of International Workshop on Machine Learning in Medical Imaging 2010.09
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings)
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Point-based non-rigid surface registration with accuracy estimation Reviewed
Hidekata Hontani, Wataru Watanabe
Proceeding of 23rd IEEE conference on Computer Vision and Pattern Recognition 446 - 452 2010.06
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings)
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Unbiased Logan Graphical Analysis Using the Renormalization Method Reviewed
H. Hontani, N. Hoshino, M. Naganawa, K. Sakaguchi, M. Sakata, K. Ishiwata, and K. Kimura
Proceedings of BrainPET 2009.06
Authorship：Lead author Language：English Publishing type：Research paper (international conference proceedings)
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Description of Figure Shapes with Multi-scale Analysis Reviewed
2000.01
Language：Japanese Publishing type：Doctoral thesis
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