Papers - MORI, Kensaku
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Micro-CT-assisted cross-modality super-resolution of clinical CT: utilization of synthesized training dataset Reviewed
T. Zheng, H. Oda, S. Nakamura, M. Mori, H. Takabatake, H. Natori, M. Oda, K. Mori
International Journal of Computer Assisted Radiology and Surgery Vol. 16 ( sup.1 ) page: 12 - 14 2021.6
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Unsupervised colonoscopic depth estimation by domain translations with a Lambertian-reflection keeping auxiliary task Invited Reviewed
Hayato Itoh, Masahiro Oda, Yuichi Mori, Masashi Misawa, Shin-Ei Kudo, Kenichiro Imai, Sayo Ito, Kinichi Hotta, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY Vol. 16 ( 6 ) page: 989 - 1001 2021.6
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AIによる内視鏡外科手術支援と開発基盤としての手術動画データベース構築 Invited Reviewed
竹下 修由, 森 健策, 伊藤 正昭
消化器外科 Vol. 44 ( 7 ) page: 1159 - 1166 2021.6
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Three-dimensional surgical plan printing for assisting liver surgery, Reviewed
Y. Hayashi, T. Igami, Y. Nakamura, K. Mori
International Journal of Computer Assisted Radiology and Surgery Vol. 16 ( sup.1 ) page: 104 - 106 2021.6
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COVID-19 lung infection and normal region segmentation from CT volumes using FCN with local and global spatial feature encoder Reviewed
M. Oda, Y. Hayashi, Y. Otake, M. Hashimoto, T. Akashi, K. Mori
International Journal of Computer Assisted Radiology and Surgery Vol. 16 ( sup.1 ) page: 19 - 20 2021.6
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Experimental evaluation of loss functions in YOLO-v3 training for the perforation detection and localization in colonoscopic videos Reviewed
K. Jiang, H. Itoh, M. Oda, T. Okumura, Y. Mori, M. Misawa, T. Hayashi, S. E. Kudo, K. Mori
International Journal of Computer Assisted Radiology and Surgery Vol. 16 ( sup.1 ) page: 74 - 75 2021.6
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Blood vessel regions segmentation from laparoscopic videos using fully convolutional networks with multi field of view input Reviewed
K. Mori, S. Morimitsu, S. Yamamoto, T. Ozawa, T. Kitasaka, Y. Hayashi, M. Oda, M. Ito, N. Takeshita, K. Misawa
International Journal of Computer Assisted Radiology and Surgery Vol. 16 ( sup.1 ) page: 56 - 57 2021.6
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`Intestine segmentation combining Watershed transformation and machine learning-based distance map estimation Reviewed
H. Oda, Y. Hayashi, T. Kitasaka, Y. Tamada, A. Takimoto, A. Hinoki, H. Uchida, K. Suzuki, H. Itoh, M. Oda, K. Mori
International Journal of Computer Assisted Radiology and Surgery Vol. 16 ( sup.1 ) page: 89 - 90 2021.6
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Real-time deformation simulation of hollow organs based on XPBD with small time steps and air mesh for surgical simulation Reviewed
S. Li, Y. Hayashi, M. Oda, K. Misawa, K. Mori
International Journal of Computer Assisted Radiology and Surgery Vol. 16 ( sup.1 ) page: 21 - 25 2021.6
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Spatial Information Considered Module based on Attention Mechanism for Self-Supervised Depth Estimation from Laparoscopic Image Pairs Reviewed
W. Li, Y. Hayashi, M. Oda, T. Kitasaka, K. Misawa, K. Mori
nternational Journal of Computer Assisted Radiology and Surgery Vol. 16 ( sup.1 ) page: 45 - 46 2021.6
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機械学習によるCOVID-19症例CT画像の診断支援 Reviewed
森 健策
映像情報メディア学会誌 Vol. 75 ( 3 ) page: 326 - 329 2021.5
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Development of a computer-aided detection system for colonoscopy and a publicly accessible large colonoscopy video database (with video). Invited Reviewed International journal
Masashi Misawa, Shin-Ei Kudo, Yuichi Mori, Kinichi Hotta, Kazuo Ohtsuka, Takahisa Matsuda, Shoichi Saito, Toyoki Kudo, Toshiyuki Baba, Fumio Ishida, Hayato Itoh, Masahiro Oda, Kensaku Mori
Gastrointestinal endoscopy Vol. 93 ( 4 ) page: 960 - 967 2021.4
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Contrastive Learningを用いた肺野CT画像からCOVID-19の自動判定 Invited Reviewed
加藤 聡太, 堀田 一弘, 小田 昌宏, 森 健策, 大竹 義人, 橋本 正弘, 明石 敏昭
電子情報通信学会技術研究報告(MI) Vol. 120 ( 432 ) page: 82 - 86 2021.3
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カスケードCNNによる腹腔鏡動画からの出血領域自動抽出 Invited Reviewed
山本 翔太, 林 雄一郎, 盛満 慎太郎, 北坂 孝幸, 小田 昌宏, 竹下 修由, 伊藤 雅昭, 森 健策
電子情報通信学会技術研究報告(MI) Vol. 120 ( 431 ) page: 172 - 175 2021.3
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Spectral-based Convolutional Graph Neural Networksを用いた腹部動脈領域の血管名自動命名に関する研究 Invited Reviewed
日比 裕太, 林 雄一郎, 北坂 孝幸, 伊東 隼人, 小田 昌宏, 三澤 一成, 森 健策
電子情報通信学会技術研究報告(MI) Vol. 120 ( 431 ) page: 176 - 181 2021.3
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Artificial Intelligence System to Determine Risk of T1 Colorectal Cancer Metastasis to Lymph Node. Invited Reviewed International journal
Shin-Ei Kudo, Katsuro Ichimasa, Benjamin Villard, Yuichi Mori, Masashi Misawa, Shoichi Saito, Kinichi Hotta, Yutaka Saito, Takahisa Matsuda, Kazutaka Yamada, Toshifumi Mitani, Kazuo Ohtsuka, Akiko Chino, Daisuke Ide, Kenichiro Imai, Yoshihiro Kishida, Keiko Nakamura, Yasumitsu Saiki, Masafumi Tanaka, Shu Hoteya, Satoshi Yamashita, Yusuke Kinugasa, Masayoshi Fukuda, Toyoki Kudo, Hideyuki Miyachi, Fumio Ishida, Hayato Itoh, Masahiro Oda, Kensaku Mori
Gastroenterology Vol. 160 ( 4 ) page: 1075 - 1084.e2 2021.3
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Label cleaning and propagation for improved segmentation performance using fully convolutional networks. Invited Reviewed International journal
Takaaki Sugino, Yutaro Suzuki, Taichi Kin, Nobuhito Saito, Shinya Onogi, Toshihiro Kawase, Kensaku Mori, Yoshikazu Nakajima
International journal of computer assisted radiology and surgery Vol. 16 ( 3 ) page: 349 - 361 2021.3
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Unsupervised segmentation of COVID-19 infected lung clinical CT volumes using image inpainting and representation learning Reviewed
Tong Zheng, Masahiro Oda, Chenglong Wang, Takayasu Moriya, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori
Proc. SPIE 11596, Medical Imaging, 2021: Image Processing page: 115963F-1 - 6 2021.2
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Extremely imbalanced subarachnoid hemorrhage detection based on enseNet-LSTM network with class-balanced loss and transfer learning Reviewed
Zhongyang Lu, Masahiro Oda, Yuichiro Hayashi, Tao Hu, Hayato Itoh, Takeyuki Watadani, Osamu Abe, Masahiro Hashimoto, Masahiro Jinzaki, Kensaku Mori
Proceedings Volume 11597, Medical Imaging 2021: Computer-Aided Diagnosis page: 115971Z 2021.2
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Single-shot three-dimensional reconstruction for colonoscopic image analysis Reviewed
Hayato Itoh, Masahiro Oda, Yuichi Mori, Masashi Misawa, Shin-ei Kudo, Kinnichi Hotta, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
Proc. SPIE 11598, Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling page: 115980E-1 - 6 2021.2