Ms. Chen Shen Profile

Chen Shen

at Nagoya Univ

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Author

Publications (7)

Proceedings Article | 2 April 2024 Presentation + Paper

Continual pretraining for enhanced multi-organ segmentation from CT images

Yaqi Yang, Chen Shen, Yucheng Tang, Holger Roth, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori

Proceedings Volume 12926, 129260K (2024) https://doi.org/10.1117/12.3006630

KEYWORDS: Image segmentation, Data modeling, Computed tomography, Gallbladder, Kidney, Veins, Stomach, Transformers, Spleen

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Proceedings Article | 4 April 2022 Presentation + Paper

Effective hyperparameter optimization with proxy data for multi-organ segmentation

Chen Shen, Holger Roth, Vishwesh Nath, Yuichiro Hayashi, Masahiro Oda, Kazunari Misawa, Kensaku Mori

Proceedings Volume 12032, 120320T (2022) https://doi.org/10.1117/12.2611422

KEYWORDS: Image segmentation, Data modeling, Network architectures, Convolution, Stomach, Spleen, Medical imaging, Computer aided design, Performance modeling, Optimization (mathematics)

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Proceedings Article | 20 April 2021 Paper

Unpaired medical image translation between portal-venous phase and non-contrast CT volumes for multi-organ segmentation

Chen Shen, Yuichiro Hayashi, Masahiro Oda, Kazunari Misawa, Kensaku Mori

Proceedings Volume 11792, 117920Q (2021) https://doi.org/10.1117/12.2590639

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Proceedings Article | 15 February 2021 Poster + Presentation + Paper

Extraction of lung and lesion regions from COVID-19 CT volumes using 3D fully convolutional networks

Yuichiro Hayashi, Masahiro Oda, Chen Shen, Masahiro Hashimoto, Yoshito Otake, Toshiaki Akashi, Kensaku Mori

Proceedings Volume 11597, 115972A (2021) https://doi.org/10.1117/12.2581818

KEYWORDS: Lung, 3D modeling, Computed tomography, CAD systems, Medical imaging, Solid modeling, Image segmentation, Data modeling, Computer aided diagnosis and therapy

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Proceedings Article | 16 March 2020 Paper

Usefulness of fine-tuning for deep learning based multi-organ regions segmentation method from non-contrast CT volumes using small training dataset

Yuichiro Hayashi, Chen Shen, Holger Roth, Masahiro Oda, Kazunari Misawa, Masahiro Jinzaki, Masahiro Hashimoto, Kanako Kumamaru, Shigeki Aoki, Kensaku Mori

Proceedings Volume 11314, 113143V (2020) https://doi.org/10.1117/12.2551022

KEYWORDS: 3D modeling, Image segmentation, Computed tomography, Stomach, Data modeling, Medical imaging, Arteries, Veins, Liver

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Proceedings Article | 10 March 2020 Presentation + Paper

Spatial information-embedded fully convolutional networks for multi-organ segmentation with improved data augmentation and instance normalization

Chen Shen, Chenglong Wang, Holger Roth, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori

Proceedings Volume 11313, 1131316 (2020) https://doi.org/10.1117/12.2550496

KEYWORDS: Image segmentation, Medical imaging, Pancreas, Computed tomography, Data corrections, Tissues, Veins, Gallbladder, 3D image processing, Network architectures

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Proceedings Article | 15 March 2019 Presentation + Paper

Improving V-Nets for multi-class abdominal organ segmentation

Chen Shen, Fausto Milletari, Holger Roth, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori

Proceedings Volume 10949, 109490B (2019) https://doi.org/10.1117/12.2512790

KEYWORDS: Image segmentation, 3D image processing, Data modeling, Medical imaging, Computed tomography, Image processing, Arteries, Veins, 3D modeling, Network architectures

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Showing 5 of 7 publications

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