Backup of Publication/2020(No. 15) - Mori Laboratory, Nagoya University

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2020年 †

学術論文 - Journal †

[20-J004] Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Benjamin Villard, Takayuki Kitasaka, Hirotsugu Takabatake, Masaki Mori, Hirotoshi Honma, Hiroshi Natori, Kensaku Mori, ``A visual SLAM-based bronchoscope tracking scheme for bronchoscopic navigation,'' International Journal of Computer Assisted Radiology and Surgery, (2020/08/07) https://doi.org/10.1007/s11548-020-02241-9

[20-J003] Takuya Yabe, Seiichi Yamamoto, Masahiro Oda, Kensaku Mori, Toshiyuki Toshito, Takashi Akagi, ``Prediction of dose distribution from luminescence image of water using a deep convolutional neural network for particle therapy,'' Medical Physics (2020/07) https://doi.org/10.1002/mp.14372

[20-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, (online first) (2020/07) https://doi.org/10.1007/s00595-020-02071-x

[20-J001] Chenglon Wang, Masahiro Oda, Yuichiro Hayashi, Yasushi Yoshino, Tokunori Yamamoto, Alejandro F. Frangi, Kensaku Mori,``Tensor-cut: A tensor-based graph-cut blood vessel segmentation method and its application to renal artery segmentation,'' Medical Image Analysis, Volume 60, p.101623, (2020/02) https://doi.org/10.1016/j.media.2019.101623

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学会誌（解説記事） †

[20-M002] 森健策, ``泌尿器科画像診断に用いられるAI技術とその応用,'' 泌尿器外科, Vol.33, No.6, pp.557-561, (2020/06)

[20-M001] 森健策, ``3Dプリンティングの最新動向,'' インナービジョン 2020年2月号, Vol.35, No.2, pp.36-37, (2020/02)

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社会貢献 †

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招待講演-Invited lecture †

[20-IL008] 森健策, ``COVID-19胸部CT像のAI解析,'' GPUを活用したCOVID-19創薬やスパコンの画像診断～AIを活用した新型コロナ研究に関するNVIDIAウェビナー, エヌビディア, (online)(2020/8/26)

[20-IL007] Kensaku Mori ``AI based endoscopic procedure,'' Artificial Intelligence in Surgery - a virtual mini-symposium, Wellcome/EPSRC Centre for Interventional & Surgical Sciences (WEISS), (online) (2020/08/04-05)

[20-IL006] 森健策, ``人工知能と多元計算解剖モデルを利用した診断治療支援,'' 第59回日本生体医工学会大会, 岡山コンベンションセンター, (online)(2020/5/25-05/27)

[20-IL005] 森健策, ``先進的な放射線画像処理のためのディープニュートラルネットワーク,'' 第79回日本医学放射線学会総会web (2020/05/15-2020/06/05)

[20-IL004] 小田昌宏, ``Symposium6, Japan Medical Imaging Database: AI image analysis based on massive data in J-MID,'' 第79回日本医学放射線学会総会web (2020/05/15-2020/06/05)

[20-IL003] 森健策, ``名古屋大学教育学部附属学校におけるLMS導入取組～名大情報基盤センターとの連携,'' 4月からの大学等遠隔授業に関する取組状況共有サイバーシンポジウム（オンライン）,国立情報学研究所, (2020/04/17)

[20-IL002] 森健策, ``名古屋大学における情報基盤を活用したCOVID-19対応 - オンライン学習の観点から,'' 4月からの大学等遠隔授業に関する取組状況共有サイバーシンポジウム（オンライン), 国立情報学研究所, (2020/03/26)

[20-IL001] 森健策, ``バーチャル膵管鏡を用いた膵癌の診断,'' 国立研究開発法人量子科学技術研究開発機構放射線医学総合研究所, 千葉県(2020/02/06)

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国際会議 - International Conference †

[20-I016] C. Wang, M. Oda, Y. Hayashi, B. Villard, T. Kitasaka, H. Takabatake, M. Mori, H. Honma, H. Natori, K. Mori,``A visual SLAM based bronchoscope tracking scheme for bronchoscopic navigation,'' 34th International Congress and Exhibition on Computer Assisted Radiology (CAR), June 23–27, 2020, Munich, Germany (online conference)

[20-I015] H. Oda, Y. Tamada, K. Nishio, T. Kitasaka, H. Amano, K. Chiba, A. Hinoki, H. Uchida, M. Oda, K. Mori, ``Detecting ganglion cells on virtual slide images: Macroscopic masking by superpixel,'' International Journal of Computer Assisted Radiology and Surgery, Vol.15, Sup.1, pp.S169-170, (Computer Assisted Radiology and Surgery (CARS) 2020), June 23–27, 2020, Munich, Germany (online conference)

[20-I014] Y. Hayashi, C. Shen, T. Igami, M. Nagino, K. Mori, ``Extraction of blood vessel regions in liver from CT volumes using fully convolutional networks for computer assisted liver surgery,'' International Journal of Computer Assisted Radiology and Surgery, Vol.15, Sup.1, pp.S152-153, (Computer Assisted Radiology and Surgery (CARS) 2020), June 23–27, 2020, Munich, Germany (online conference)

[20-I013] S. Morimitsu, S. Yamamoto, T. Ozawa, T. Kitasaka, Y. Hayashi, M. Oda, M. Ito, N. Takeshita, K. Misawa, K. Mori, ``Blood vessel segmentation from laparoscopic video using ConvLSTM U-Net,'' International Journal of Computer Assisted Radiology and Surgery, Vol.15, Sup.1, pp.S63-64, (Computer Assisted Radiology and Surgery (CARS) 2020), June 23–27, 2020, Munich, Germany (online conference)

[20-I012] T. Zheng, H. Oda, T. Moriya, T. Sugino, S. Nakamura, M. Oda, M. Mori, H. Takabatake, H. Natori, K. Mori, ``SR-CycleGAN V2: CycleGAN-based unsupervised superresolution with pixel-shuffling,'' International Journal of Computer Assisted Radiology and Surgery, Vol.15, Sup.1, pp.S27-28, (Computer Assisted Radiology and Surgery (CARS) 2020), June 23–27, 2020, Munich, Germany (online conference)

[20-I011] M. Oda, T. Hu, K. K. Kumamaru, T. Akashi, S. Aoki, K. Mori, ``TinyLoss?: loss function for tiny image difference evaluation and its application to unpaired non-contrast to contrast abdominal CT estimation,'' International Journal of Computer Assisted Radiology and Surgery, Vol.15, Sup.1, pp.S25-26, (Computer Assisted Radiology and Surgery (CARS) 2020), June 23–27, 2020, Munich, Germany (online conference)

[20-I010] K. Nishio, H. Oda, T. Kitasaka, Y. Tamada, H. Amano, A. Takimoto, K. Chiba, Y. Hayashi, H. Itoh, M. Oda, A. Hinoki, H. Uchida, K. Mori, ``Virtual cleansing by unpaired image translation of intestines for detecting obstruction,'' International Journal of Computer Assisted Radiology and Surgery, Vol.15, Sup.1, pp.S21-22, (Computer Assisted Radiology and Surgery (CARS) 2020), June 23–27, 2020, Munich, Germany (online conference)

[20-I009] C. Shen, M. Oda, H. Roth, H. Oda, Y. Hayashi, K. Misawa, K. Mori, ``An Application of Multi-organ Segmentation from Thick-slice Abdominal CT Volumes using Transfer Learning,'' International Journal of Computer Assisted Radiology and Surgery, Vol.15, Sup.1, pp.S17-18, (Computer Assisted Radiology and Surgery (CARS) 2020), June 23–27, 2020, Munich, Germany (online conference)

[20-I008] Chen Shen, Chenglong Wang, Holger R. Roth, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori, ``Spatial information-embedded fully convolutional networks for multi-organ segmentation with improved data augmentation and instance normalization,'' Proc. SPIE 11313, Medical Imaging 2020: Image Processing, 1131316-1-7, Mariott Marquis Houston, Texas, USA (2020/2/19, Conference: 2020/2/15-20) doi:10.1117/12.2550496

[20-I007] Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Takayuki Kitasaka, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori, ``Improved visual SLAM for bronchoscope tracking and registration with pre-operative CT images,'' Proc. SPIE 11315, Medical Imaging 2020: Image- Guided Procedures, Robotic Interventions, and Modeling, 1131518-1-6, Mariott Marquis Houston, Texas, USA (2020/2/18, Conference: 2020/2/15-20) doi:10.1117/12.2549949

[20-I006] Masahiro Oda, Naoyuki Maeda, Takefumi Yamaguchi, Hideki Fukuoka, Yuta Ueno, Kensaku Mori, ``Automated eye disease classification method from anterior eye image using anatomical structure focused image classification technique,'' Proc. SPIE 11314, Medical Imaging 2020: Computer-Aided Diagnosis, 1131446-1-6, Mariott Marquis Houston, Texas, USA (2020/2/17, Conference: 2020/2/15-20) doi: 10.1117/12.2549951

[20-I005] Yuichiro Hayashi, Chen Shen, Holger R. Roth, Masahiro Oda, Kazunari Misawa, Masahiro Jinzaki, Masahiro Hashimoto, Kanako K. Kumamaru, Shigeki Aoki, Kensaku Mori, ``Usefulness of fine-tuning for deep learning based multi-organ regions segmentation method from non-contrast CT volumes using small training dataset,'' Proc. SPIE 11314, Medical imaging 2020: Computer-Aided Diagnosis, 113143V-1-6, Mariott Marquis Houston, Texas, USA (2020/2/17, Conference: 2020/2/15-20) doi:10.1117/12.2551022

[20-I004] Hayato Itoh, Zhongyang Lu, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-ei Kudo, Kensaku Mori, "Visualising decision-reasoning regions in computer-aided pathological pattern diagnosis of endoscytoscopic images based on CNN weights analysis," Proc. SPIE 11314, Medical Imaging 2020: Computer-Aided Diagnosis, 1131438-1-8, Mariott Marquis Houston, Texas, USA (2020/2/17, Conference: 2020/2/15-20)doi:10.1117/12.2549532

[20-I003] Hirohisa Oda, Kohei Nishio, Takayuki Kitasaka, Hizuru Amano, Aitaro Takimoto, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori, ``Visualizing intestines for diagnostic assistance of ileus based on intestinal region segmentation from 3D CT images,'' Proc. SPIE 11314, Medical Imaging 2020: Computer-Aided Diagnosis, 1131434-1-8 Mariott Marquis Houston, Texas, USA (2020/2/17, Conference: 2020/2/15-20) doi: 0.1117/12.2548910

[20-I002] Tong Zheng, Hirohisa Oda, Takayasu Moriya, Takaaki Sugino, Shota Nakamura, Masahiro Oda, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori, ``Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database,'' Proc. SPIE 11313, Medical Imaging 2020: Image Processing, 1131305-1-7, Mariott Marquis Houston, Texas, USA (2020/2/17, Conference: 2020/2/15-20) doi: 10.1117/12.2548929

[20-I001] Chenglong Wang, Masahiro Oda, Kensaku Mori, ``Organ segmentation from full-size CT images using memory-efficient FCN,''Proc. SPIE 11314, Medical Imaging 2020: Computer-Aided Diagnosis, 113140I-1-6, Mariott Marquis Houston, Texas, USA (2020/2/16, Conference: 2020/2/15-20) doi: 10.1117/12.2551024

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研究会 - Workshop †

[20-W005] 波多腰慎矢, 小田紘久, 林雄一郎, Holger R. Roth, 中村彰太, 小田昌宏, 森雅樹, 高畠博嗣, 名取博, 森健策, ``臨床肺CT画像と切除肺マイクロCT画像の非剛体位置合わせ手法の検討,'' 電子情報通信学会技術研究報告(MI), MI2019-123, vol.119, no.399, pp.249-254, 沖縄県青年会館 (2020/1/30)

[20-W004] 西尾光平, 小田紘久, 千馬耕亮, 北坂孝幸, 林雄一郎, 伊東隼人, 小田昌宏, 檜顕成, 内田広夫, 森健策, ``CycleGANによる腸管電子洗浄とその腸管閉塞部位検出への応用,'' 電子情報通信学会技術研究報告(MI), MI2019-122, vol.119, no.399, pp.243-248, 沖縄県青年会館 (2020/1/30)

[20-W003] 小田昌宏, 伊東隼人, 宮内翔子, 諸岡健一, 松崎博貴, 花岡昇平, 古川亮, 増谷佳孝, 森健策, ``MICCAI 2019参加報告,'' 電子情報通信学会技術研究報告(MI), MI2019-117, vol.119, no.399, pp.219-226, 沖縄県青年会館 (2020/1/30)

[20-W002] 山本翔太, 林雄一郎, 盛満慎太郎, 小澤卓也, 北坂孝幸, 小田昌宏, 竹下修由, 伊藤雅昭, 森健策, ``腹腔鏡下手術支援のためのU-Netに基づく腹腔鏡動画像からの出血領域の推定,'' 電子情報通信学会技術研究報告(MI), MI2019-115, vol.119, no.399, pp.209-214, 沖縄県青年会館 (2020/1/30)

[20-W001] 小澤卓也, 林雄一郎, 小田紘久, 小田昌宏, 北坂孝幸, 竹下修由, 伊藤雅昭, 森健策, ``仮想腹腔鏡画像生成と深層学習による腹腔鏡画像からの術具領域セグメンテーション,'' 電子情報通信学会技術研究報告(MI), MI2019-94, vol.119, no.399, pp.129-134, 沖縄県青年会館 (2020/1/29)

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