Presentations -
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大域及び局所情報を用いた深層学習による出血領域自動セグメンテーション
山本 翔太, 盛満 慎太郎, 林 雄一郎, 北坂 孝幸, 小田 昌宏, 伊藤 雅昭, 竹下 修由, 森 健策
第39回日本医用画像工学会大会 2020.9.18 日本医用画像工学会
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Dilated convolution を用いた FCN による腹腔鏡動画像からの血管領域抽出
盛満 慎太郎, 山本 翔太, 北坂 孝幸, 林 雄一郎, 小田 昌宏, 竹下 修由, 伊藤 雅昭, 三澤 一成, 森 健策
第39回日本医用画像工学会大会 2020.9.18 日本医用画像工学会
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Preliminary Study on Classification of Interstitial Cystitis Using Cystoscopy Images
Tao Chu, Masahiro Oda, Akira Furuta, Tokunori Yamamoto, Kensaku Mori
2020.9.17
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COVID-19 症例の定量評価のためのCT 像からの肺野自動セグメンテーション
小田 昌宏, 林 雄一郎, 大竹 義人, 橋本 正弘, 明石 敏昭, 森 健策
第39回日本医用画像工学会大会 2020.9.17 日本医用画像工学会
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A study on Subarachnoid Hemorrhage automatic detection utilized Transfer Learning on extremely imbalanced brain CT datasets
Zhongyang Lu, Masahiro Oda, Yuichiro Hayashi, Tao Hu, Hayato Ito,Takeyuki Watadani,Osamu Abe,Masahiro Hashimoto,Masahiro Jinzaki,Kensaku Mori
2020.9.17
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読影レポート解析を利用した医用画像データベースからのアノテーション付きデータセット作成に関する初期検討
林 雄一郎, 鈴村 悠輝, 岡崎 真治, 小田 昌宏, 森 健策
第39回日本医用画像工学会大会 2020.9.17 日本医用画像工学会
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An Application of Multi-organ Segmentation from Thick-slice Abdominal CT Volumes using Transfer Learning International conference
C. Shen, M. Oda, H. Roth, H. Oda, Y. Hayashi, K. Misawa, K. Mori
CARS 2020 2020.6.23
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Development of a robust endocytoscopic-image classification method towards the construction of practical CAD system in endocytoscopy - from the viewpoint of generalisation ability for non-specific hospital diagnosis International conference
H. Itoh, Y. Mori, M. Misawa, S. –E. Kudo, K. Hotta, K. Ohtsuka, S. Saito, Y. Saito, H. Ikematsu, Y. Hayashi, M. Oda, K. Mori
22nd International Conference on Computer-Aided Diagnosis and Artificial Intelligence (CAD-AI) 2020.6.23
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A visual SLAM based bronchoscope tracking scheme for bronchoscopic navigation International conference
C. Wang, M. Oda, Y. Hayashi, B. Villard, T. Kitasaka, H. Takabatake, M. Mori, H. Honma, H. Natori, K. Mori
34th International Congress and Exhibition on Computer Assisted Radiology (CAR) 2020.6.23
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Detecting ganglion cells on virtual slide images: Macroscopic masking by superpixel International conference
H. Oda, Y. Tamada, K. Nishio, T. Kitasaka, H. Amano, K. Chiba, A. Hinoki, H. Uchida, M. Oda, K. Mori
CARS 2020 2020.6.23
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Blood vessel segmentation from laparoscopic video using ConvLSTM U-Net International conference
S. Morimitsu, S. Yamamoto, T. Ozawa, T. Kitasaka, Y. Hayashi, M. Oda, M. Ito, N. Takeshita, K. Misawa, K. Mori
CARS 2020 2020.6.23
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SR-CycleGAN V2: CycleGAN-based unsupervised superresolution with pixel-shuffling International conference
T. Zheng, H. Oda, T. Moriya, T. Sugino, S. Nakamura, M. Oda, M. Mori, H. Takabatake, H. Natori, K. Mori
CARS 2020 2020.6.23
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TinyLoss: loss function for tiny image difference evaluation and its application to unpaired non-contrast to contrast abdominal CT estimation International conference
Masahiro Oda, T. Hu, K. K. Kumamaru, T. Akashi, S. Aoki, K. Mori
CARS 2020 2020.6.23
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Virtual cleansing by unpaired image translation of intestines for detecting obstruction International conference
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
CARS 2020 2020.6.23
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Symposium6, Japan Medical Imaging Database: AI image analysis based on massive data in J-MID Invited
小田 昌宏
第79回日本医学放射線学会総会web 2020.5.15 日本医学放射線学会
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Automated eye disease classification method from anterior eye image using anatomical structure focused image classification technique International conference
Masahiro Oda, Naoyuki Maeda, Takefumi Yamaguchi, Hideki Fukuoka, Yuta Ueno, Kensaku Mori
Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2020.2.17 SPIE
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Organ segmentation from full-size CT images using memory-efficient FCN International conference
Chenglong Wang, Masahiro Oda, Kensaku Mori
SPIE Medical Imaging 2020 2020.2.16
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Spatial information-embedded fully convolutional networks for multi-organ segmentation with improved data augmentation and instance normalization International conference
Chen Shen, Chenglong Wang, Holger R. Roth, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
SPIE Medical Imaging 2020 2020.2.19
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Improved visual SLAM for bronchoscope tracking and registration with pre-operative CT images International conference
Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Takayuki Kitasaka, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
SPIE Medical Imaging 2020 2020.2.18
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Usefulness of fine-tuning for deep learning based multi-organ regions segmentation method from non-contrast CT volumes using small training dataset International conference
Yuichiro Hayashi, Chen Shen, Holger R. Roth, Masahiro Oda, Kazunari Misawa, Masahiro Jinzaki, Masahiro Hashimoto, Kanako K. Kumamaru, Shigeki Aoki, Kensaku Mori
SPIE Medical Imaging 2020 2020.2.17