Thomas C. Shen

According to our database, Thomas C. Shen authored at least 18 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Universal detection and segmentation of lymph nodes in multi-parametric MRI.

Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Daniel C. Elton, Zhiyong Lu, Ronald M. Summers

Int. J. Comput. Assist. Radiol. Surg., January, 2024

2023

Improving segmentation and detection of lesions in CT scans using intensity distribution supervision.

Seung Yeon Shin, Thomas C. Shen, Ronald M. Summers

Comput. Medical Imaging Graph., September, 2023

Universal lymph node detection in T2 MRI using neural networks.

Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Zhiyong Lu, Ronald M. Summers

Int. J. Comput. Assist. Radiol. Surg., February, 2023

How Does Pruning Impact Long-Tailed Multi-label Medical Image Classifiers?

Gregory Holste, Ziyu Jiang, Ajay Jaiswal, Maria Hanna, Shlomo Minkowitz, Alan C. Legasto, Joanna G. Escalon, Sharon Steinberger, Mark Bittman, Thomas C. Shen, Ying Ding, Ronald M. Summers, George Shih, Yifan Peng, Zhangyang Wang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Improving small lesion segmentation in CT scans using intensity distribution supervision: application to small bowel carcinoid tumor.

Seung Yeon Shin, Thomas C. Shen, Stephen A. Wank, Ronald M. Summers

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023

Universal lymph node detection in multiparametric MRI with selective augmentation.

Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Zhiyong Lu, Ronald M. Summers

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023

Automated classification of intravenous contrast enhancement phase of CT scans using residual networks.

Akshaya Anand, Jianfei Liu, Thomas C. Shen, W. Marston Linehan, Peter A. Pinto, Ronald M. Summers

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, 2023

Improving Automatic Segmentation of lymphoma with Additional Medical Knowledge Priors.

Liangchen Liu, Benjamin Hou, Manas Kumar Nag, Jianfei Liu, Navid Hasani, Thomas C. Shen, Yingying Zhu, Babak Saboury, Jing Xiao, Ronald M. Summers

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2022

Global-Local attention network with multi-task uncertainty loss for abnormal lymph node detection in MR images.

Shuai Wang, Yingying Zhu, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Youbao Tang, Yifan Peng, Zhiyong Lu, Ronald M. Summers

Medical Image Anal., 2022

Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study.

Gregory Holste, Song Wang, Ziyu Jiang, Thomas C. Shen, George Shih, Ronald M. Summers, Yifan Peng, Zhangyang Wang

Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022

Lymph node detection in T2 MRI with transformers.

Tejas Sudharshan Mathai, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers

Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022

2021

Generalized Zero-Shot Chest X-Ray Diagnosis Through Trait-Guided Multi-View Semantic Embedding With Self-Training.

Angshuman Paul, Thomas C. Shen, Sungwon Lee, Niranjan Balachandar, Yifan Peng, Zhiyong Lu, Ronald M. Summers

IEEE Trans. Medical Imaging, 2021

Discriminative ensemble learning for few-shot chest x-ray diagnosis.

Angshuman Paul, Yuxing Tang, Thomas C. Shen, Ronald M. Summers

Medical Image Anal., 2021

Learning Structure from Visual Semantic Features and Radiology Ontology for Lymph Node Classification on MRI.

Yingying Zhu, Shuai Wang, Qingyu Chen, Sungwon Lee, Thomas C. Shen, Daniel C. Elton, Zhiyong Lu, Ronald M. Summers

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Detection of Lymph Nodes in T2 MRI Using Neural Network Ensembles.

Tejas Sudharshan Mathai, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

Learning Few-Shot Chest X-Ray Diagnosis Using Images From The Published Scientific Literature.

Angshuman Paul, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

COMe-SEE: Cross-modality Semantic Embedding Ensemble for Generalized Zero-Shot Diagnosis of Chest Radiographs.

Angshuman Paul, Thomas C. Shen, Niranjan Balachandar, Yuxing Tang, Yifan Peng, Zhiyong Lu, Ronald M. Summers

Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

Automatic recognition of abdominal lymph nodes from clinical text.

Yifan Peng, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yuxing Tang, Qingyu Chen, Shuai Wang, Yingying Zhu, Ronald M. Summers, Zhiyong Lu

Proceedings of the 3rd Clinical Natural Language Processing Workshop, 2020