Papers - MORI, Kensaku
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腹腔鏡映像からの血管領域自動抽出におけるDilated U‒Netの段数が 抽出精度に与える影響 Invited Reviewed
榎本 圭吾 ，林 雄一郎，北坂 孝幸，小田 昌宏, 三澤 一成, 森 健策
日本コンピュータ外科学会誌 第31回日本コンピュータ外科学会大会特集号 Vol. 24 ( 2 ) page： 22(5)-3 2022.6
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腹腔鏡下胃切除術支援のための腹腔鏡映像からの膵臓領域抽出の検討 Invited Reviewed
林 雄一郎, 辻 真治, 丘 杰, 小田 昌宏, 三澤 一成，森 健策
日本コンピュータ外科学会誌 第31回日本コンピュータ外科学会大会特集号 Vol. 24 ( 2 ) page： 22(5)-4 2022.6
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nnU‒Netによる肺マイクロCT像からの小葉間隔壁抽出 Invited Reviewed
深井 大輔，小田 紘久，椎名 健，林 雄一郎，鄭 通，中村 彰太， 小田 昌宏，森 健策
日本コンピュータ外科学会誌 第31回日本コンピュータ外科学会大会特集号 Vol. 24 ( 2 ) page： 22(5)-6 2022.6
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コンピュータ外科におけるAIとVisionのドッキング―知能と知覚の結合による新たなコンピュータ外科 Invited Reviewed
森 健策
日本コンピュータ外科学会誌 第30回日本コンピュータ外科学会大会特集号 Vol. 24 ( 2 ) 2022.6
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3D bronchus anatomical structure measurement on real bronchoscopic images based on depth images estimated by deep neural network Reviewed
C. Wang, Y. Hayashi, M. Oda, T. Kitasaka, H. Takabatake, M. Mori, H. Honma, K. Mori
International Journal of Computer Assisted Radiology and Surgery Vol. 17 page： s48 - s49 2022.6
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Extraction of respiratory bronchioles and alveolar ducts from micro-CT volumes with distance-based tubular structure filter Invited Reviewed
T. Shiina, H. Oda, T. Zheng, S. Nakamura, Y. Hayashi, M. Oda, K. Mori
International Journal of Computer Assisted Radiology and Surgery Vol. 17 page： s117 - s118 2022.6
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2D+3D registration in deformation-adaptive super-resolution for medical images Invited Reviewed
T. Zheng, H. Oda, T. Hu, Y. Hayashi, S. Nakamura, M. Mori, H. Takabatake, H. Natori, M. Oda, K. Mori
International Journal of Computer Assisted Radiology and Surgery Vol. 17 page： s105 - s106 2022.6
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Automatic Detection of Bladder Tumors in Narrow-Band Imaging Cystoscopic Images by tiny-YOLO Invited Reviewed
J. Mutaguchi, M. Oda, E. Kashiwagi, J. Inokuchi, K. Mori, M. Eto
International Journal of Computer Assisted Radiology and Surgery Vol. 17 page： s86 - s86 2022.6
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Laparoscopic image classification based on surgical areas in laparoscopic gastrectomy, Invited Reviewed
Y. Hayashi, K. Misawa, K. Mori
International Journal of Computer Assisted Radiology and Surgery Vol. 17 page： s57 - 58 2022.6
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30年間の医用画像研究経験を振り返り未来を考える Reviewed
情報・システムソサイエティ誌 Vol. 27 ( 1 ) 2022.5
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Automated classification method of COVID-19 cases from chest CT volumes using 2D and 3D hybrid CNN for anisotropic volumes Reviewed
Masahiro Oda, Tong Zheng, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori
Proc. SPIE 12033 2022.3
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Multiclass prediction for improving intestine segmentation on non-fecal-tagged CT volume Reviewed
Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Aitaro Takimoto, Akinari,Hinoki, Hiroo Uchida, Kojiro Suzuki, Masahiro Oda, Kensaku Mori
Proc. SPIE 12033 2022.3
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Taking full advantage of uncertainty estimation: an uncertainty-assisted two-stage pipeline for multi-organ segmentation Reviewed
Zhou Zheng, Masahiro Oda, Kazunari Misawa, Kensaku Mori
Proc. SPIE 12033 2022.3
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Size-reweighted cascaded fully convolutional network for substantia nigra segmentation from T2 MRI Reviewed
Tao Hu, Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kensaku Mori
Proc. SPIE 12032 2022.3
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Substantia nigra analysis by tensor decomposition of T2-weighted images for Parkinson’s disease diagnosis Invited Reviewed
Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kensaku Mori
Proc. SPIE 12032 2022.3
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Self-supervised depth estimation with uncertainty-weight joint loss function based on laparoscopic videos Reviewed
Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori
Proc. SPIE 12034 2022.3
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Spatial label smoothing via aleatoric uncertainty for bleeding region segmentation from laparoscopic videos Reviewed
Jie Qiu, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Nobuyoshi Takeshita, Masaaki Ito, Kensaku Mori
Proc. SPIE 12032 2022.3
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Effective hyperparameter optimization with proxy data for multi-organ segmentation Reviewed
Chen Shen, Holger R. Roth, Vishwesh Nath, Yuichiro Hayashi, Masahiro Oda, Kazunari Misawa, Kensaku Mori
Proc. SPIE 12032 2022.3
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Coarse-to-fine cascade framework for cross-modality super-resolution on clinical/micro CT dataset, Reviewed
Tong Zheng, Hirohisa Oda, Yuichiro Hayashi, Shota Nakamura, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Masahiro Oda, Kensaku Mori
Proc. SPIE 12032 2022.3
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Bronchial orifice tracking-based branch level estimation for bronchoscopic navigation Reviewed
Cheng Wang, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Hitotsugu Takabatake, Masaki Mori, Hirotoshi Honma, Hiroshi Natori, Kensaku Mori
Proc. SPIE 12034 2022.3