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Chen Shen 申忱
Chen Shen 申忱
Dirección de correo verificada de mori.m.is.nagoya-u.ac.jp
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Año
Deep learning and its application to medical image segmentation
HR Roth, C Shen, H Oda, M Oda, Y Hayashi, K Misawa, K Mori
Medical Imaging Technology 36 (2), 63-71, 2018
972018
A multi-scale pyramid of 3D fully convolutional networks for abdominal multi-organ segmentation
HR Roth, C Shen, H Oda, T Sugino, M Oda, Y Hayashi, K Misawa, K Mori
International conference on medical image computing and computer-assisted …, 2018
792018
On the influence of dice loss function in multi-class organ segmentation of abdominal CT using 3D fully convolutional networks
C Shen, HR Roth, H Oda, M Oda, Y Hayashi, K Misawa, K Mori
IEICE Technical Report; IEICE Tech. Rep. 117 (281), 15-20, 2017
392017
Automated pancreas segmentation using multi-institutional collaborative deep learning
P Wang, C Shen, HR Roth, D Yang, D Xu, M Oda, K Misawa, PT Chen, ...
Domain Adaptation and Representation Transfer, and Distributed and …, 2020
102020
Multi-task federated learning for heterogeneous pancreas segmentation
C Shen, P Wang, HR Roth, D Yang, D Xu, M Oda, W Wang, CS Fuh, ...
Clinical Image-Based Procedures, Distributed and Collaborative Learning …, 2021
52021
Improving V-Nets for multi-class abdominal organ segmentation
C Shen, F Milletari, HR Roth, H Oda, M Oda, Y Hayashi, K Misawa, K Mori
Medical Imaging 2019: Image Processing 10949, 76-82, 2019
42019
Spatial information-embedded fully convolutional networks for multi-organ segmentation with improved data augmentation and instance normalization
C Shen, C Wang, HR Roth, M Oda, Y Hayashi, K Misawa, K Mori
Medical Imaging 2020: Image Processing 11313, 261-267, 2020
32020
A cascaded fully convolutional network framework for dilated pancreatic duct segmentation
C Shen, HR Roth, Y Hayashi, M Oda, T Miyamoto, G Sato, K Mori
International Journal of Computer Assisted Radiology and Surgery 17 (2), 343-354, 2022
12022
Attention-Guided Pancreatic Duct Segmentation from Abdominal CT Volumes
C Shen, HR Roth, H Yuichiro, M Oda, T Miyamoto, G Sato, K Mori
Clinical Image-Based Procedures, Distributed and Collaborative Learning …, 2021
12021
Extraction of lung and lesion regions from COVID-19 CT volumes using 3D fully convolutional networks
Y Hayashi, M Oda, C Shen, M Hashimoto, Y Otake, T Akashi, K Mori
Medical Imaging 2021: Computer-Aided Diagnosis 11597, 531-536, 2021
12021
Usefulness of fine-tuning for deep learning based multi-organ regions segmentation method from non-contrast CT volumes using small training dataset
Y Hayashi, C Shen, HR Roth, M Oda, K Misawa, M Jinzaki, M Hashimoto, ...
Medical Imaging 2020: Computer-Aided Diagnosis 11314, 913-918, 2020
12020
On the influence of data augmentation and network structures in bleeding detection from brain CT images using deep learning
Z Lu, M Oda, T Zheng, C Shen, T Hu, T Watadani, O Abe, M Hashimoto, ...
IEICE Technical Report; IEICE Tech. Rep. 119 (51), 65-70, 2019
12019
Effective hyperparameter optimization with proxy data for multi-organ segmentation
C Shen, HR Roth, V Nath, Y Hayashi, M Oda, K Misawa, K Mori
Medical Imaging 2022: Image Processing 12032, 200-206, 2022
2022
Unpaired medical image translation between portal-venous phase and non-contrast CT volumes for multi-organ segmentation
C Shen, Y Hayashi, M Oda, K Misawa, K Mori
International Forum on Medical Imaging in Asia 2021: Processing SPIE 11792 …, 2021
2021
Report on MICCAI 2020
A Saito, M Oda, Y Otake, S Hanaoka, K Morooka, S Miyauchi, Y Masutani, ...
IEICE Technical Report; IEICE Tech. Rep. 120 (431), 191-197, 2021
2021
名古屋大学の取り組み: 放射線画像診断支援と内視鏡画像解析
小田昌宏, 申忱, 小田紘久, 森健策
Medical Imaging Technology 37 (2), 84-88, 2019
2019
CTからの腹部多臓器抽出におけるgroup normalizationの影響に関する考察
申忱, Fausto Milletari, Holger R. Roth, 小田紘久, 小田昌宏, 林雄一郎, 三澤一 ...
電子情報通信学会2019-01-MI 118 (412), 143-148, 2019
2019
Influence of group normalization in multi-class organ segmentation of abdominal CT volumes
C Shen, F Milletari, HR Roth, H Oda, M Oda, Y Hayashi, K Misawa, K Mori
IEICE Technical Report; IEICE Tech. Rep. 118 (412), 143-148, 2019
2019
Report on MICCAI 2021
H Itoh, M Oda, C Shen, Y Otake, S Hanaoka, K Morooka, H Hontani, ...
IEICE Technical Report; IEICE Tech. Rep., 0
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, ...
電子情報通信学会技術研究報告; 信学技報, 0
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