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Spatial-temporal Concept based Explanation of 3D ConvNets


Jun 09, 2022
Ying Ji, Yu Wang, Kensaku Mori, Jien Kato

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Semi-automated Virtual Unfolded View Generation Method of Stomach from CT Volumes


Jan 14, 2022
Masahiro Oda, Tomoaki Suito, Yuichiro Hayashi, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Gen Iinuma, Kazunari Misawa, Shigeru Nawano, Kensaku Mori

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* Published in Proceedings of MICCAI 2013, LNCS 8149, pp.332-339, 2013 
* Accepted paper as a poster presentation at MICCAI 2013 (International Conference on Medical Image Computing and Computer-Assisted Intervention), Nagoya, Japan 

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Realistic Endoscopic Image Generation Method Using Virtual-to-real Image-domain Translation


Jan 13, 2022
Masahiro Oda, Kiyohito Tanaka, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori

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* Healthcare Technology Letters, Vol.6, No.6, pp.214-219, 2019 
* Accepted paper as an oral presentation at the Joint MICCAI workshop MIAR | AE-CAI | CARE 2019 

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Depth Estimation from Single-shot Monocular Endoscope Image Using Image Domain Adaptation And Edge-Aware Depth Estimation


Jan 12, 2022
Masahiro Oda, Hayato Itoh, Kiyohito Tanaka, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori

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* Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, 2021 
* Accepted paper as an oral presentation at Joint MICCAI workshop 2021, AE-CAI/CARE/OR2.0 

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COVID-19 Infection Segmentation from Chest CT Images Based on Scale Uncertainty


Jan 09, 2022
Masahiro Oda, Tong Zheng, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori

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* DCL 2021, PPML 2021, LL-COVID19 2021, CLIP 2021, Lecture Notes in Computer Science (LNCS) 12969, pp.88-97 
* Accepted paper as a oral presentation at CILP2021, 10th MICCAI CLIP Workshop 

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Lung infection and normal region segmentation from CT volumes of COVID-19 cases


Jan 09, 2022
Masahiro Oda, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Kensaku Mori

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* Proceedings of SPIE Medical Imaging 2021: Computer-Aided Diagnosis, Vol.11597, 115972X-1-6 
* Accepted paper as a poster presentation at SPIE Medical Imaging 2021 

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Multi-task Federated Learning for Heterogeneous Pancreas Segmentation


Aug 19, 2021
Chen Shen, Pochuan Wang, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Weichung Wang, Chiou-Shann Fuh, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Kensaku Mori

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* Accepted by MICCAI DCL Workshop 2021 

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Micro CT Image-Assisted Cross Modality Super-Resolution of Clinical CT Images Utilizing Synthesized Training Dataset


Oct 20, 2020
Tong Zheng, Hirohisa Oda, Masahiro Oda, Shota Nakamura, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori

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Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning


Sep 28, 2020
Pochuan Wang, Chen Shen, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Kazunari Misawa, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Weichung Wang, Kensaku Mori

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* Accepted by MICCAI DCL Workshop 2020 

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Regression Forest-Based Atlas Localization and Direction Specific Atlas Generation for Pancreas Segmentation


May 07, 2020
Masahiro Oda, Natsuki Shimizu, Ken'ichi Karasawa, Yukitaka Nimura, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert, Kensaku Mori

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* Published in Proceedings of MICCAI 2016, LNCS 9901, pp 556-563 
* Accepted paper as a poster presentation at MICCAI 2016 (International Conference on Medical Image Computing and Computer-Assisted Intervention), Athens, Greece 

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