Presentations -
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Depth Estimation from Single-shot Monocular Endoscope Image Using Image Domain Adaptation And Edge-Aware Depth Estimation International conference
Masahiro Oda, Hayato Itoh, Kiyohito Tanaka, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori
Joint MICCAI workshop 2021, AE-CAI/CARE/OR2.0 2021.9.27
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Uncertainty Meets 3D-Spatial Feature in Colonoscopic Polyp-Size Determination International conference
Hayato Itoh, Masahiro Oda, Kai Jiang, Yuichi Mori, Masashi Misawa, Shin-Ei Kudo, Kenichiro Imai, Sayo Itoh, Kinichi Hotta, Kensaku Mori
Joint MICCAI workshop 2021, AE-CAI/CARE/OR2.0 2021.9.27
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Intestine segmentation with small computational cost for diagnosis assistance of ileus and intestinal obstruction International conference
Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Aitaro Takimoto, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Masahiro Oda, Kensaku Mori
CLIP2021 2021.9.27
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COVID-19 Infection Segmentation from Chest CT Images Based on Scale Uncertainty International conference
Masahiro Oda, Tong Zheng, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori
CLIP2021 2021.9.27
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Attention-guided pancreatic duct segmentation from abdominal CT volumes International coauthorship International conference
Chen Shen, Holger Roth, Yuichiro Hayashi, Masahiro Oda, Takaaki Miyamoto, Gen Sato, Kensaku Mori
CLIP2021 2021.9.27
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Micro-CT-assisted cross-modality super-resolution of clinical CT: utilization of synthesized training dataset International conference
T. Zheng, H. Oda, S. Nakamura, M. Mori, H. Takabatake, H. Natori, M. Oda, K. Mori
CARS 2021 2021.6.21
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Spatial Information Considered Module based on Attention Mechanism for Self-Supervised Depth Estimation from Laparoscopic Image Pairs International conference
W. Li, Y. Hayashi, M. Oda, T. Kitasaka, K. Misawa, K. Mori
CARS 2021 2021.6.23
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Real-time deformation simulation of hollow organs based on XPBD with small time steps and air mesh for surgical simulation International conference
S. Li, Y. Hayashi, M. Oda, K. Misawa, K. Mori
CARS 2021 2021.6.23
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Intestine segmentation combining Watershed transformation and machine learning-based distance map estimation International conference
H. Oda, Y. Hayashi, T. Kitasaka, Y. Tamada, A. Takimoto, A. Hinoki, H. Uchida, K. Suzuki, H. Itoh, M. Oda, K. Mori
CARS 2021 2021.6.24
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Blood vessel regions segmentation from laparoscopic videos using fully convolutional networks with multi field of view input International conference
K. Mori, S. Morimitsu, S. Yamamoto, T. Ozawa, T. Kitasaka, Y. Hayashi, M. Oda, M. Ito, N. Takeshita, K. Misawa
CARS 2021 2021.6.23
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Binary Polyp-Size Classification based on Deep-Learning Estimation of Spatial Information International conference
H. Itoh, M. Oda, K. Jiang, Y. Mori, M. Misawa, S.- E. Kudo, K. Imai, S. Ito, K. Hotta, K. Mori
CARS 2021 2021.6.22
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Experimental evaluation of loss functions in YOLO-v3 training for the perforation detection and localization in colonoscopic videos International conference
K. Jiang, H. Itoh, M. Oda, T. Okumura, Y. Mori, M. Misawa, T. Hayashi, S. E. Kudo, K. Mori
CARS 2021 2021.6.22
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Aorta-aware GAN for non-contrast to artery contrasted CT translation and its application to abdominal aortic aneurysm detection International conference
T. Hu, M. Oda, Y. Hayashi, Z. Lu, K. K. Kumamaru, T. Akashi, S. Aoki, K. Mori
CARS 2021 2021.6.22
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Depth-based branching level estimation for bronchoscopic navigation International conference
Cheng Wang, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Hirotsugu Takabatake, Masaki Mori, Hirotoshi Honma, Hiroshi Natori , Kensaku Mori
CARS 2021 2021.6.21
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COVID-19 lung infection and normal region segmentation from CT volumes using FCN with local and global spatial feature encoder International conference
M. Oda, Y. Hayashi, Y. Otake, M. Hashimoto, T. Akashi, K. Mori
CARS 2021 2021.6.21
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A cascaded fully convolutional network framework for dilated pancreatic duct segmentation International coauthorship International conference
C. Shen, H. R. Roth, Y. Hayashi, M. Oda, T. Miyamoto, G. Sato, K. Mori
CARS 2021 2021.6.21
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深層学習を用いた医用画像処理と画像を超えた応用 Invited
小田 昌宏
第60回日本生体医工学会大会 2021.6.17
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深層学習に基づく腎癌領域の自動抽出手法の検討
趙 武楊, 申 忱, 小田 昌宏, 林 雄一郎, 東田 直樹, 橋本 正弘, 陣崎 雅弘, 森 健策
電子情報通信学会医用画像研究会 2021.5.17
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Watershedを用いた肺マイクロCT像からの肺胞セグメンテーション
椎名 健, 小田 紘久, 鄭 通, 中村 彰太, 小田 昌宏, 森 健策
電子情報通信学会医用画像研究会 2021.5.17
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Spectral-based Convolutional Graph Neural Networksを用いた腹部動脈領域の血管名自動命名に関する研究
日比 裕太, 林 雄一郎, 北坂 孝幸, 伊東 隼人, 小田 昌宏, 三澤 一成, 森 健策
電子情報通信学会医用画像研究会 2021.3.17