Thomas C. Shen

26 papers Journal 14Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Universal Lymph Node Detection in Multiparametric MRI with Selective Augmentation.
CoRR
Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Zhiyong Lu, Ronald M. Summers
2024 J jnl
Detection of abdominopelvic lymph nodes in multi-parametric MRI.
Comput. Medical Imaging Graph.
Tejas Sudharshan Mathai, Thomas C. Shen, Daniel C. Elton, Sungwon Lee, Zhiyong Lu, Ronald M. Summers
2024 J jnl
Universal detection and segmentation of lymph nodes in multi-parametric MRI.
Int. J. Comput. Assist. Radiol. Surg.
Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Daniel C. Elton, Zhiyong Lu, Ronald M. Summers
2023 — conf
Automated classification of intravenous contrast enhancement phase of CT scans using residual networks.
Computer-Aided Diagnosis
Akshaya Anand, Jianfei Liu, Thomas C. Shen, W. Marston Linehan, Peter A. Pinto, Ronald M. Summers
2023 J jnl
How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?
CoRR
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
2023 — conf
How Does Pruning Impact Long-Tailed Multi-label Medical Image Classifiers?
MICCAI (5)
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
2023 — conf
Improving Automatic Segmentation of lymphoma with Additional Medical Knowledge Priors.
ISBI
Liangchen Liu, Benjamin Hou, Manas Kumar Nag, Jianfei Liu, Navid Hasani, Thomas C. Shen, Yingying Zhu, Babak Saboury, Jing Xiao, Ronald M. Summers
2023 J jnl
Improving Segmentation and Detection of Lesions in CT Scans Using Intensity Distribution Supervision.
CoRR
Seung Yeon Shin, Thomas C. Shen, Ronald M. Summers
2023 J jnl
Improving segmentation and detection of lesions in CT scans using intensity distribution supervision.
Comput. Medical Imaging Graph.
Seung Yeon Shin, Thomas C. Shen, Ronald M. Summers
2023 — conf
Improving small lesion segmentation in CT scans using intensity distribution supervision: application to small bowel carcinoid tumor.
Computer-Aided Diagnosis
Seung Yeon Shin, Thomas C. Shen, Stephen A. Wank, Ronald M. Summers
2023 J jnl
Universal lymph node detection in T2 MRI using neural networks.
Int. J. Comput. Assist. Radiol. Surg.
Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Zhiyong Lu, Ronald M. Summers
2023 — conf
Universal lymph node detection in multiparametric MRI with selective augmentation.
Computer-Aided Diagnosis
Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Zhiyong Lu, Ronald M. Summers
2022 J jnl
Global-Local attention network with multi-task uncertainty loss for abnormal lymph node detection in MR images.
Medical Image Anal.
Shuai Wang, Yingying Zhu, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Youbao Tang, Yifan Peng, Zhiyong Lu, Ronald M. Summers
2022 J jnl
Improving Small Lesion Segmentation in CT Scans using Intensity Distribution Supervision: Application to Small Bowel Carcinoid Tumor.
CoRR
Seung Yeon Shin, Thomas C. Shen, Stephen A. Wank, Ronald M. Summers
2022 — conf
Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study.
DALI@MICCAI
Gregory Holste, Song Wang, Ziyu Jiang, Thomas C. Shen, George Shih, Ronald M. Summers, Yifan Peng, Zhangyang Wang
2022 J jnl
Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study.
CoRR
Gregory Holste, Song Wang, Ziyu Jiang, Thomas C. Shen, George Shih, Ronald M. Summers, Yifan Peng, Zhangyang Wang
2022 — conf
Lymph node detection in T2 MRI with transformers.
Computer-Aided Diagnosis
Tejas Sudharshan Mathai, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers
2022 J jnl
Universal Lymph Node Detection in T2 MRI using Neural Networks.
CoRR
Tejas Sudharshan Mathai, Sungwon Lee, Thomas C. Shen, Zhiyong Lu, Ronald M. Summers
2021 — conf
Detection of Lymph Nodes in T2 MRI Using Neural Network Ensembles.
MLMI@MICCAI
Tejas Sudharshan Mathai, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers
2021 J jnl
Discriminative ensemble learning for few-shot chest x-ray diagnosis.
Medical Image Anal.
Angshuman Paul, Yuxing Tang, Thomas C. Shen, Ronald M. Summers
2021 J jnl
Generalized Zero-Shot Chest X-Ray Diagnosis Through Trait-Guided Multi-View Semantic Embedding With Self-Training.
IEEE Trans. Medical Imaging
Angshuman Paul, Thomas C. Shen, Sungwon Lee, Niranjan Balachandar, Yifan Peng, Zhiyong Lu, Ronald M. Summers
2021 — conf
Learning Few-Shot Chest X-Ray Diagnosis Using Images From The Published Scientific Literature.
ISBI
Angshuman Paul, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers
2021 — conf
Learning Structure from Visual Semantic Features and Radiology Ontology for Lymph Node Classification on MRI.
MLMI@MICCAI
Yingying Zhu, Shuai Wang, Qingyu Chen, Sungwon Lee, Thomas C. Shen, Daniel C. Elton, Zhiyong Lu, Ronald M. Summers
2021 J jnl
Lymph Node Detection in T2 MRI with Transformers.
CoRR
Tejas Sudharshan Mathai, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yifan Peng, Zhiyong Lu, Ronald M. Summers
2020 — conf
Automatic recognition of abdominal lymph nodes from clinical text.
ClinicalNLP@EMNLP
Yifan Peng, Sungwon Lee, Daniel C. Elton, Thomas C. Shen, Yuxing Tang, Qingyu Chen, Shuai Wang, Yingying Zhu, Ronald M. Summers, Zhiyong Lu
2020 — conf
COMe-SEE: Cross-modality Semantic Embedding Ensemble for Generalized Zero-Shot Diagnosis of Chest Radiographs.
iMIMIC/MIL3ID/LABELS@MICCAI
Angshuman Paul, Thomas C. Shen, Niranjan Balachandar, Yuxing Tang, Yifan Peng, Zhiyong Lu, Ronald M. Summers