Chen Shen

20 papers B 3Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2024 J jnl
Anatomical attention can help to segment the dilated pancreatic duct in abdominal CT.
Int. J. Comput. Assist. Radiol. Surg.
Chen Shen, Holger R. Roth, Yuichiro Hayashi, Masahiro Oda, Gen Sato, Tadaaki Miyamoto, Daniel Rueckert, Kensaku Mori
2024 J jnl
Federated Learning with Partially Labeled Data: A Conditional Distillation Approach.
CoRR
Pochuan Wang, Chen Shen, Masahiro Oda, Chiou-Shann Fuh, Kensaku Mori, Weichung Wang, Holger R. Roth
2023 — conf
ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data.
ISIC/Care-AI/MedAGI/DeCaF@MICCAI
Pochuan Wang, Chen Shen, Weichung Wang, Masahiro Oda, Chiou-Shann Fuh, Kensaku Mori, Holger R. Roth
2023 J jnl
ConDistFL: Conditional Distillation for Federated Learning from Partially Annotated Data.
CoRR
Pochuan Wang, Chen Shen, Weichung Wang, Masahiro Oda, Chiou-Shann Fuh, Kensaku Mori, Holger R. Roth
2022 J jnl
A cascaded fully convolutional network framework for dilated pancreatic duct segmentation.
Int. J. Comput. Assist. Radiol. Surg.
Chen Shen, Holger R. Roth, Yuichiro Hayashi, Masahiro Oda, Tadaaki Miyamoto, Gen Sato, Kensaku Mori
2022 B conf
Effective hyperparameter optimization with proxy data for multi-organ segmentation.
Image Processing
Chen Shen, Holger R. Roth, Vishwesh Nath, Yuichiro Hayashi, Masahiro Oda, Kazunari Misawa, Kensaku Mori
2022 — conf
Joint Multi Organ and Tumor Segmentation from Partial Labels Using Federated Learning.
DeCaF/FAIR@MICCAI
Chen Shen, Pochuan Wang, Dong Yang, Daguang Xu, Masahiro Oda, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Chiou-Shann Fuh, Kensaku Mori, Weichung Wang, Holger R. Roth
2021 — conf
Attention-Guided Pancreatic Duct Segmentation from Abdominal CT Volumes.
CLIP/DCL/LL-COVID19/PPML@MICCAI
Chen Shen, Holger R. Roth, Yuichiro Hayashi, Masahiro Oda, Tadaaki Miyamoto, Gen Sato, Kensaku Mori
2021 — conf
Extraction of lung and lesion regions from COVID-19 CT volumes using 3D fully convolutional networks.
Computer-Aided Diagnosis
Yuichiro Hayashi, Masahiro Oda, Chen Shen, Masahiro Hashimoto, Yoshito Otake, Toshiaki Akashi, Kensaku Mori
2021 — conf
Multi-task Federated Learning for Heterogeneous Pancreas Segmentation.
CLIP/DCL/LL-COVID19/PPML@MICCAI
Chen Shen, Pochuan Wang, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Weichung Wang, Chiou-Shann Fuh, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Kensaku Mori
2021 J jnl
Multi-task Federated Learning for Heterogeneous Pancreas Segmentation.
CoRR
Chen Shen, Pochuan Wang, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Weichung Wang, Chiou-Shann Fuh, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Kensaku Mori
2020 — conf
Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning.
DART/DCL@MICCAI
Pochuan Wang, Chen Shen, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Kazunari Misawa, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Weichung Wang, Kensaku Mori
2020 J jnl
Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning.
CoRR
Pochuan Wang, Chen Shen, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Kazunari Misawa, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Weichung Wang, Kensaku Mori
2020 B conf
Spatial information-embedded fully convolutional networks for multi-organ segmentation with improved data augmentation and instance normalization.
Image Processing
Chen Shen, Chenglong Wang, Holger R. Roth, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
2020 — conf
Usefulness of fine-tuning for deep learning based multi-organ regions segmentation method from non-contrast CT volumes using small training dataset.
Computer-Aided Diagnosis
Yuichiro Hayashi, Chen Shen, Holger R. Roth, Masahiro Oda, Kazunari Misawa, Masahiro Jinzaki, Masahiro Hashimoto, Kanako K. Kumamaru, Shigeki Aoki, Kensaku Mori
2019 B conf
Improving V-Nets for multi-class abdominal organ segmentation.
Image Processing
Chen Shen, Fausto Milletari, Holger R. Roth, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
2018 — conf
A Multi-scale Pyramid of 3D Fully Convolutional Networks for Abdominal Multi-organ Segmentation.
MICCAI (4)
Holger R. Roth, Chen Shen, Hirohisa Oda, Takaaki Sugino, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
2018 J jnl
A multi-scale pyramid of 3D fully convolutional networks for abdominal multi-organ segmentation.
CoRR
Holger R. Roth, Chen Shen, Hirohisa Oda, Takaaki Sugino, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
2018 J jnl
Deep learning and its application to medical image segmentation.
CoRR
Holger R. Roth, Chen Shen, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
2018 J jnl
On the influence of Dice loss function in multi-class organ segmentation of abdominal CT using 3D fully convolutional networks.
CoRR
Chen Shen, Holger R. Roth, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori