Backup of Publication/2021(No. 16) - Mori Laboratory, Nagoya University

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2021年 †

学術論文 - Journal †

[21-J004] 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, ``Development of a computer-aided detection system forcolonoscopy and a publicly accessible large colonoscopy video database (with video),'' Gastrointestinal Endoscopy, Volume 93, Issue 4, pp.960-967 (2021/04) doi:10.1016/j.gie.2020.07.060

[21-J003] Takaaki Sugino, Yutaro Suzuki, Taichi Kin, Nobuhito Saito, Shinya Onogi, Toshihiro Kawase, Kensaku Mori,Yoshikazu Nakajima ``Label cleaning and propagation for improved segmentation performance using fully convolutional networks,'' International Journal of Computer Assisted Radiology and Surgery volume 16, pp.349–361(2021)

[21-J002] Hiroshi Tanaka, Tsuyoshi Igami, Yoshie Shimoyama, Tomoki Ebata, Yukihiro Yokoyama, Kensaku Mori, Masato Nagino, ``New method for the assessment of perineural invasion from perihilar cholangiocarcinoma,'' Surgery Today,Vol.51,NO.2, pp.136-143 (2021/01)(First online: July 2020) doi:10.1007/s00595-020-02071-x

[21-J001] Sadayuki Ito, Kei Ando, Kazuyoshi Kobayashi, Hiroaki Nakashima Masahiro Oda, Masaaki Machino, Shunsuke Kanbara, Taro Inoue, Hidetoshi Yamaguchi, Hiroyuki Koshimizu, Kensaku Mori, Naoki Ishiguro, Shiro Imagama, ``Automated Detection of Spinal Schwannomas Utilizing Deep Learning Based on Object Detection from MRI'', Spine,Vol.46,No.2,pp95-100, (2021/01)(First online: 19 October 2020)(doi: 10.1097/BRS.0000000000003749)

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学会誌（解説記事） †

[21-M004] 小田昌宏, 森健策, ``CT画像XAI技術で「新型コロナウィルス肺炎」を85%精度で識別,'' C-press, Vol.120, pp.5-6 (2021/02)

[21-M003] 小田昌宏, 鄭通, 林雄一郎, 森健策, ``COVID-19診断支援AI開発における名古屋大学の取り組み,'' Medical Imaging Technology, Vol.39, No.1, pp.13-19 (2021/02)

[21-M002] 森健策, ``人工知能（AI）最新動向　AI研究から見たRSNA-AIの広がりを感じる大会,'' インナービジョン, Vol.36, NO.2, pp.25-26, (2021/02)

[21-M001] 小田昌宏,``医療支援AIの現状と情報横断型AIへの期待,'' 日本整形外科学会雑誌, Vol.95, No.1, pp.3-8, (2021/01)

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社会貢献 †

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招待講演-Invited lecture †

[21-IL006] Kensaku Mori, ``Future of AI-assisted endoscopic procedure,'' MICAD2021, The 2nd International Conference on Medical Imaging and Computer-Aided Diagnosis (Conference:March 25-26, 2021)(2021/03/26)

[21-IL005] 森健策, ``人工知能による医療支援 -未来医療に向けて,'' 第126回日本解剖学会, 第98回日本生理学学会大会, (2021/03/30) (2021/3/28-30)

[21-IL004] 森健策, ``COVID-19とLMS - 大学教育の大幅な変化を経験して,'' 情報処理学会第83回全国大会, オンライン開催, (2021/3/19) (2021/3/18-3/20)

[21-IL003] 小田昌宏,``AIによる画像解析の基礎と眼科画像解析への応用,'' 第85回筑波TOC・第23回茨城県眼科医会フォーラム (online), (2021/02/24)

[21-IL002] 森健策,``スーパーコンピュータを活用した新たなイノベーションの創出,'' 富士通エグゼクティブフォーラムin 中部, (online), (2021/02/03)

[21-IL001] 森健策, ``大腸ポリープ画像診断ソフトウェアEndobrain 開発に至る基礎研究の経過- 画像処理研究の立場から,'' 第3 回ビッグデータ・AI 研究会 (online), (2021/1/24)

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国際会議 - International Conference †

[21-I010] Zhongyang Lu, Masahiro Oda, Yuichiro Hayashi, Tao Hu, Hayato Itoh, Takeyuki Watadani, Osamu Abe, Masahiro Hashimoto, Masahiro Jinzaki, Kensaku Mori, ``Extremely imbalanced subarachnoid hemorrhage detection based on enseNet-LSTM network with class-balanced loss and transfer learning,'' Proceedings Volume 11597, Medical Imaging 2021: Computer-Aided Diagnosis; 115971Z, Online Only (2021/2/15, Conference: 2020/2/15-19) https://doi.org/10.1117/12.2582088

[21-I009] Hayato Itoh, Masahiro Oda, Yuichi Mori, Masashi Misawa, Shin-ei Kudo, Kinnichi Hotta, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori, ``Single-shot three-dimensional reconstruction for colonoscopic image analysis,'' Proc. SPIE 11598, Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling, 115980E-1-6, Online Only (2021/2/15, Conference: 2020/2/15-19) doi:10.1117/12.2582660

[21-I008] Cheng Wang, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Hirotsugu Takabatake, Masaki Mori, Hirotoshi Honma, Hiroshi Natori, Kensaku Mori, ``Bronchial orifice segmentation on bronchoscopic video frames based on generative adversarial depth estimation,'' Proc. SPIE 11598, Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling, 115980N-1-7, Online Only (2021/2/15, Conference: 2020/2/15-19) doi: 10.1117/12.2582341

[21-I007] Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Yudai Tamada, Aitaro Takimoto, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori, ``Intestinal region reconstruction of ileus cases from 3D CT images based on graphical representation and its visualization,'' Proc.SPIE 11597, Medical Imaging 2021: Computer-Aided Diagnosis, 115971N-1-8, Online Only (2021/2/15, Conference: 2020/2/15-19) doi: 10.1117/12.2581261

[21-I006] Masahiro Oda, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Kensaku Mori, ``Lung infection and normal region segmentation from CT volumes of COVID-19 cases,'' Proc. SPIE 11597, Medical Imaging 2021: Computer-Aided Diagnosis, 115972X-1-6, Online Only (2021/2/15, Conference: 2020/2/15-19) doi: 10.1117/12.2582066

[21-I005] Yuichiro Hayashi, Masahiro Oda, Chen Shen, Masahiro Hashimoto, Yoshito Otake, Toshiaki Akashi, Kensaku Mori, ``Extraction of lung and lesion regions from COVID-19 CT volumes using 3D fully convolutional networks,'' Proc.SPIE 11597, Medical Imaging 2021: Computer-Aided Diagnosis, 115972A-1-6, Online Only (2021/2/15, Conference: 2020/2/15-19) doi: 10.1117/12.2581818

[21-I004] Kai Jiang, Hayato Itoh, Masahiro Oda, Taishi Okumura, Yuichi Mori, Masashi Misawa, Takemasa Hayashi, Shin-Ei Kudo, Kensaku Mori, ``Dense-layerbased YOLO-v3 for detection and localization of colon perforations," Proc.SPIE 11597, Medical Imaging 2021: Computer-Aided Diagnosis, 115971A-1-6, Online Only (2021/2/15, Conference: 2020/2/15-19) doi: 10.1117/12.2582300

[21-I003] Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori, ``Context encoder guided self-supervised siamese depth estimation based on stereo laparoscopic images,'' Proc. SPIE 11598, Medical Imaging 2021: Image-Guided Procedures, Robotic Interventions, and Modeling, 115980C-1-6,Online Only (2021/2/15, Conference: 2020/2/15-19) doi: 10.1117/12.2582348

[21-I002] Tong Zheng, Masahiro Oda, Chenglong Wang, Takayasu Moriya, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori ``Unsupervised segmentation of COVID-19 infected lung clinical CT volumes using image inpainting and representation learning,'' Proc. SPIE 11596, Medical Imaging, 2021: Image Processing, 115963F-1-6, Online Only (2021/2/15, Conference: 2020/2/15-19) doi: 10.1117/12.2580641

[21-I001] Chen Shen, Yuichiro Hayashi, Masahiro Oda, Kazunari Misawa and Kensaku Mori, ``Unpaired Medical Image Translation between Portal-venous Phase and Non-contrast CT Volumes for Multi-organ Segmentation,'' IFMIA 2021 (online), (conference 2021/1/24-26), (2021/1/26)

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研究会 - Workshop †

[21-W001] 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, ``Contrastive Learningを用いた肺野CT画像からCOVID-19の自動判定,'' 電子情報通信学会技術研究報告(MI), MI2020-66, Vol.120, No.431, pp.82-86, (2021/03/16)

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