Backup of Publication/2022(No. 15) - Mori Laboratory, Nagoya University

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2022年 †

学術論文 - Journal †

[22-J006] Tong Zheng, Hirohisa Oda, Yuichiro Hayashi, Takayasu Moriya, Shota Nakamura, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Masahiro Oda, Kensaku Mori,``SR-CycleGAN: super-resolution of clinical CT to micro-CT level with multi-modality super-resolution loss,'' Journal of Medical Imaging, Vol.9, No.2, 024003 (2022/04/05) doi: 10.1117/1.JMI.9.2.024003

[22-J005] Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori,``Spatially variant biases considered self-supervised depth estimation based on laparoscopic videos,'' Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, (First online 19 January 2022) doi: 10.1080/21681163.2021.2015723

[22-J004] Chen Shen, Holger R. Roth, Yuichiro Hayashi, Masahiro Oda, Tadaaki Miyamoto, Gen Sato, Kensaku Mori, ``A cascaded fully convolutional network framework for dilated pancreatic duct segmentation,'' International Journal of Computer Assisted Radiology and Surgery, Vol.17, No.2, pp.343-354, (First online 24 December 2021) (2022/02) doi:10.1007/s11548-021-02530-x

[22-J003] Tao Hu, Masahiro Oda, Yuichiro Hayashi, Zhongyang Lu, Kanako K. Kumamaru, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori, ``Aorta-aware GAN for non-contrast to artery contrasted CT translation and its application to abdominal aortic aneurysm detection,'' International Journal of Computer Assisted Radiology and Surgery, Vol.17, No.1, pp.97-105, (First online 21 October 2021)(2022/01) doi:10.1007/s11548-021-02492-0

[22-J002] Misaki Ishiyama, Shin-ei Kudo, Masashi Misawa, Yuichi Mori, Yasuharu Maeda, Katsuro Ichimasa, Toyoki Kudo, Takemasa Hayashi, Kunihiko Wakamura, Hideyuki Miyachi, Fumio Ishida, Hayato Itoh, Masahiro Oda, Kensaku Mori, ``Impact of the clinical use of artificial intelligence-assisted neoplasia detection for colonoscopy: a large-scale prospective, propensity score-matched study (with video),'' Gastrointestinal Endoscopy, Vol.95, No.1, pp.155-163, (First online 2August 2021) (2022/01) doi.10.1016/j.gie.2021.07.022

[22-J001] Hayato Itoh, Masahiro Oda, Kai Jiang, Yuichi Mori, Masashi Misawa, Shin-Ei Kudo, Kenichiro Imai, Sayo Ito, Kinichi Hotta, Kensaku Mori, ``Uncertainty meets 3D-spatial feature in colonoscopic polyp-size determination,'' Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization (2022/01) doi: 10.1080/21681163.2021.2004445

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学会誌（解説記事） †

[22-M001] 森健策, ``人工知能(AI)最新動向学会発表を中心に(2)-Digital Poster発表を中心に, ''インナービジョン, Vol.37, No.2, pp.30-31, (2022/02)

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社会貢献 †

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招待講演-Invited lecture †

[22-IL005] 森健策,``AIと医療支援の最前線～機械学習を用いた医用画像診断支援技術開発の現場から～,''メディカルメッセ, online (会期：2022/3/10- 3/11）（2022/3/10）

[22-IL004] 森健策,``情報学から見た胃がん診断治療におけるAI利活用の可能性,'' 第94回日本胃癌学会総会, パシフィコ横浜, online（会期：2022/3/2-3/4）（2022/3/3）

[22-IL003] Kensaku Mori, ``AI for Medical Imaging - Current status and future,'' 6th Taiwan-Japan Academic Research Organization Workshop, online, (2022/02/15)

[22-IL002] 森健策,``AIとスパコンで医療はどう変わるのか？,'' 学士会　名古屋講演会, オンライン, (2022/02/04)

[22-IL001] 森健策,``機械学習技術を用いたCOVID-19CT画像解析と画像データベース基盤,'' 第13回呼吸機能イメージング研究会学術集会, オンライン, (2022/1/22)

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国際会議 - International Conference †

[22-I008] Zhou Zheng, Masahiro Oda, Kazunari Misawa, Kensaku Mori, ``Taking full advantage of uncertainty estimation: an uncertainty-assisted two-stage pipeline for multi-organ segmentation,'' SPIE Medical Imaging 2022 On Demand, 2022/03/21-2022/03/27 (2022/03/21)

[22-I007] Cheng Wang, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Hitotsugu Takabatake, Masaki Mori, Hirotoshi Honma, Hiroshi Natori, Kensaku Mori, ``Bronchial orifice tracking-based branch level estimation for bronchoscopic navigation,'' SPIE Medical Imaging 2022 On Demand, 2022/03/21-2022/03/27 (2022/03/21)

[22-I006] Tong Zheng, Hirohisa Oda, Yuichiro Hayashi, Shota Nakamura, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori. Masahiro Oda, Kensaku Mori ``Coarse-to-fine cascade framework for cross-modality super-resolution on clinical/micro CT dataset,'' SPIE Medical Imaging 2022 On Demand, 2022/03/21-2022/03/27 (2022/03/21)

[22-I005] Chen Shen, Holger R. Roth, Vishwesh Nath, Yuichiro Hayashi, Masahiro Oda, Kazunari Misawa, Kensaku Mori, ``Effective hyperparameter optimization with proxy data for multi-organ segmentation,'' SPIE Medical Imaging 2022 On Demand, 2022/03/21-2022/03/27 (2022/03/21)

[22-I004] Jie Qiu, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Nobuyoshi Takeshita, Masaaki Ito, Kensaku Mori, ``Spatial label smoothing via aleatoric uncertainty for bleeding region segmentation from laparoscopic videos'' SPIE Medical Imaging 2022 On Demand, 2022/03/21-2022/03/27 (2022/03/21)

[22-I003] Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori, ``Self-supervised depth estimation with uncertainty-weight joint loss function based on laparoscopic videos,'' SPIE Medical Imaging 2022 On Demand, 2022/03/21-2022/03/27 (2022/03/21)

[22-I002] Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kensaku Mori, ``Substantia nigra analysis by tensor decomposition of T2-weighted images for Parkinson’s disease diagnosis,'' SPIE Medical Imaging 2022 On Demand, 2022/03/21-2022/03/27 (2022/03/21)

[22-I001] Tao Hu, Hayato Itoh, Masahiro Oda, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kensaku Mori, ``Size-reweighted cascaded fully convolutional network for substantia nigra segmentation from T2 MRI,'' SPIE Medical Imaging 2022 On Demand, 2022/03/21-2022/03/27 (2022/03/21)

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研究会 - Workshop †

[22-W005] 森健策, ``医用画像処理による人体構造の解析とその診断治療への応用～ 30年間の医用画像研究経験を振り返り未来を考える～,'' 電子情報通信学会技術研究報告(MI), MI2021-74, vol.121, no.347, pp.127-132, オンライン　(2022/1/27)

[22-W004] 岡崎真治, 林雄一郎, 小田昌宏, 橋本正弘, 陣崎雅弘, 明石敏昭, 青木茂樹, 森健策, ``胸部CT像からのCOVID-19に関連した所見文の自動生成の検討,'' 電子情報通信学会技術研究報告(MI), MI2021-57, vol.121, no.347, pp. 49-54, オンライン, (2022/1/26)

[22-W003] 伊東隼人, 三澤将史, 森悠一, 工藤進英, 小田昌宏, 森健策, ``高精度な大腸ポリープ検出に向けた物体検出モデルの解析,'' 電子情報通信学会技術研究報告(MI), MI2021-63, vol.121, no.347, pp. 6-81, オンライン, （2022/1/26）

[22-W002] 伊東隼人, 潘冬平, 小澤卓也, 小田昌宏, 竹下修由, 伊藤雅昭, 森健策, ``大規模腹腔鏡動画像データベース構築に向けたオンラインアノテーションツールの開発,'' 電子情報通信学会技術研究報告(MI), MI2021-65, vol.121, no.347, pp.86-87, オンライン, (2022/1/26)

[22-W001] 伊東隼人, 小田昌宏, 申忱, 大竹義人, 花岡昇平, 諸岡健一, 本谷秀堅, 古川亮, 増谷佳孝, 森健策, ``MICCAI 2021参加報告,''　電子情報通信学会技術研究報告(MI),MI2021-67, vol.121, no.347,pp.89-99,　オンライン, (2022/1/26)

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