Presentations -
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MICCAI 2020参加報告 Invited
斉藤 篤, 小田 昌宏, 大竹 義人, 花岡 昇平, 諸岡 健一, 宮内 翔子, 増谷 佳孝, 申 忱, 森 健策
電子情報通信学会医用画像研究会 2021.3.17
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カスケードCNNによる腹腔鏡動画からの出血領域自動抽出
山本 翔太, 林 雄一郎, 盛満 慎太郎, 北坂 孝幸, 小田 昌宏, 竹下 修由, 伊藤 雅昭, 森 健策
電子情報通信学会医用画像研究会 2021.3.17
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Contrastive Learningを用いた肺野CT画像からCOVID-19の自動判定
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
電子情報通信学会医用画像研究会 2021.3.16
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AIによる画像解析の基礎と眼科画像解析への応用 Invited
小田 昌宏
第85回筑波TOC・第23回茨城県眼科医会フォーラム 2021.2.24
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Unsupervised segmentation of COVID-19 infected lung clinical CT volumes using image inpainting and representation learning International conference
Tong Zheng, Masahiro Oda, Chenglong Wang, Takayasu Moriya, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori
SPIE Medical Imaging 2021 2021.2.15 SPIE
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Extremely imbalanced subarachnoid hemorrhage detection based on enseNet-LSTM network with class-balanced loss and transfer learning International conference
Zhongyang Lu, Masahiro Oda, Yuichiro Hayashi, Tao Hu, Hayato Itoh, Takeyuki Watadani, Osamu Abe, Masahiro Hashimoto, Masahiro Jinzaki, Kensaku Mori
SPIE Medical Imaging 2021 2021.2.15 SPIE
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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