Presentations -
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Single-shot three-dimensional reconstruction for colonoscopic image analysis International conference
Hayato Itoh, Masahiro Oda, Yuichi Mori, Masashi Misawa, Shin-ei Kudo, Kinnichi Hotta, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
SPIE Medical Imaging 2021 2021.2.15 SPIE
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Bronchial orifice segmentation on bronchoscopic video frames based on generative adversarial depth estimation International conference
Cheng Wang, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Hirotsugu Takabatake, Masaki Mori, Hirotoshi Honma, Hiroshi Natori, Kensaku Mori
SPIE Medical Imaging 2021 2021.2.15 SPIE
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Intestinal region reconstruction of ileus cases from 3D CT images based on graphical representation and its visualization International conference
Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Yudai Tamada, Aitaro Takimoto, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori
SPIE Medical Imaging 2021 2021.2.15 SPIE
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Lung infection and normal region segmentation from CT volumes of COVID-19 cases International conference
Masahiro Oda, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Kensaku Mori
SPIE Medical Imaging 2021 2021.2.15 SPIE
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Extraction of lung and lesion regions from COVID-19 CT volumes using 3D fully convolutional networks International conference
Yuichiro Hayashi, Masahiro Oda, Chen Shen, Masahiro Hashimoto, Yoshito Otake, Toshiaki Akashi, Kensaku Mori
SPIE Medical Imaging 2021 2021.2.15 SPIE
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Dense-layerbased YOLO-v3 for detection and localization of colon perforations International conference
Kai Jiang, Hayato Itoh, Masahiro Oda, Taishi Okumura, Yuichi Mori, Masashi Misawa, Takemasa Hayashi, Shin-Ei Kudo, Kensaku Mori
SPIE Medical Imaging 2021 2021.2.15 SPIE
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Context encoder guided self-supervised siamese depth estimation based on stereo laparoscopic images International conference
Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori
SPIE Medical Imaging 2021 2021.2.15 SPIE
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Unpaired Medical Image Translation between Portal-venous Phase and Non-contrast CT Volumes for Multi-organ Segmentation International conference
Chen Shen, Yuichiro Hayashi, Masahiro Oda, Kazunari Misawa and Kensaku Mori
IFMIA 2021 2021.1.26
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放射線診断における研究トピックスと臨床応用~AI応用の基礎から最前線まで~ Invited
小田 昌宏
日本医学物理学会教育セミナー 2020.12.19
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Super Resolution of Chest CT Images Using CycleGAN and Micro CT Image Database International conference
Tong Zheng, Hirohisa Oda, Masahiro Oda, Shota Nakamura, Hiroshi Natori, Hirotsugu Takabatake, Masaki Mori, Kensaku Mori
RSNA 2020 2020.11.29
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Why AI Misses Small Organs and How to Improve Their Recognition Performances International conference
Masahiro Oda, Kanako K. Kumamaru, Shigeki Aoki, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori, Masaki Mori
RSNA 2020 2020.11.29
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How Fully Convolutional Networks Trained From Small Amount of Data Using Fine-Tuning in Multi-Organ Segmentation From CT Images? International conference
Yuichiro Hayashi, Chen Shen, Masahiro Oda, Kazunari Misawa, Kensaku Mori
RSNA 2020 2020.11.29
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Wavelet-Based Fully Convolution Network for Estimating Artery Contrast CT Images From Non-Contrast CT Images International conference
Tao Hu, Masahiro Oda, Yuichiro Hayashi, Zhongyang Lu, Kanako K. Kumamaru, Shigeki Aoki, Kensaku Mori
RSNA 2020 2020.11.29
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How Does Graphical Convolutional Neural Network Work for Anatomical Labeling of Blood Vessels Extracted From CT Images? International conference
Kensaku Mori, Yuta Hibi, Yuichiro Hayashi, Masahiro Oda, Kazunari Misawa, Hayato Itoh
RSNA 2020 2020.11.29
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How Spatial Information Embedding Improves Multi-Organ Segmentation From Abdominal CT Images Based on Fully Convolutional Networks International conference
Chen Shen, Chenglong Wang, Holger R. Roth, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
RSNA 2020 2020.11.29
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腸閉塞およびイレウスの診断支援システムにおける距離マップの導入
小田 紘久, 林 雄一郎, 北坂 孝幸,玉田 雄大,滝本 愛太朗,檜 顕成, 内田 広夫,鈴木 耕次郎, 伊東 隼人,小田 昌宏,森 健策
第29回日本コンピュータ外科学会大会 2020.11.22 日本コンピュータ外科学会
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AI入門ワークショップ:AIハンズオンセミナー Invited
小田 昌宏
第29回日本コンピュータ外科学会大会 2020.11.23 日本コンピュータ外科学会
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Preliminary study of Loss-Function Design for Detection and Localization of Perforations with YOLO-v3 in Colonoscopic Images
凱 蒋, 伊東 隼人,小田 昌宏,奥村 大志,森 悠一,三澤 将史,林 武雅,工藤 進英,森 健策
第29回日本コンピュータ外科学会大会 2020.11.23 日本コンピュータ外科学会
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SUN database : 大腸ポリープ自動検出器の精度評価に向けた試験用画像
伊東 隼人, 三澤 将史,森 悠一,小田 昌宏,工藤 進英, 森 健策
第29回日本コンピュータ外科学会大会 2020.11.23 日本コンピュータ外科学会
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気管支鏡ナビゲーションのための敵対的生成による内視鏡画像深度推定の評価
王 成, 小田 昌宏,林 雄一郎,北坂 孝幸,本間 裕敏,高畠 博嗣,森 雅樹,名取 博, 森 健策
第29回日本コンピュータ外科学会大会 2020.11.23 日本コンピュータ外科学会