Sungwon Lee

27 papers Journal 16Unranked 11
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 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 — conf
A graph-theoretic algorithm for small bowel path tracking in CT scans.
Computer-Aided Diagnosis
Seung Yeon Shin, Sungwon Lee, Ronald M. Summers
2022 — conf
Automated Assessment of Renal Calculi in Serial Computed Tomography Scans.
AMAI@MICCAI
Pritam Mukherjee, Sungwon Lee, Perry J. Pickhardt, 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 — conf
Graph-Based Small Bowel Path Tracking with Cylindrical Constraints.
ISBI
Seung Yeon Shin, Sungwon Lee, Ronald M. Summers
2022 J jnl
Graph-Based Small Bowel Path Tracking with Cylindrical Constraints.
CoRR
Seung Yeon Shin, Sungwon Lee, Ronald M. Summers
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
Robust convolutional neural networks against adversarial attacks on medical images.
Pattern Recognit.
Xiaoshuang Shi, Yifan Peng, Qingyu Chen, Tiarnan D. Keenan, Alisa T. Thavikulwat, Sungwon Lee, Yuxing Tang, Emily Y. Chew, Ronald M. Summers, Zhiyong Lu
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 J jnl
A Graph-theoretic Algorithm for Small Bowel Path Tracking in CT Scans.
CoRR
Seung Yeon Shin, Sungwon Lee, Ronald M. Summers
2021 J jnl
COVID-19-CT-CXR: A Freely Accessible and Weakly Labeled Chest X-Ray and CT Image Collection on COVID-19 From Biomedical Literature.
IEEE Trans. Big Data
Yifan Peng, Yuxing Tang, Sungwon Lee, Yingying Zhu, Ronald M. Summers, Zhiyong Lu
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
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 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
2021 — conf
Unsupervised Domain Adaptation for Small Bowel Segmentation Using Disentangled Representation.
MICCAI (3)
Seung Yeon Shin, Sungwon Lee, 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 J jnl
COVID-19-CT-CXR: a freely accessible and weakly labeled chest X-ray and CT image collection on COVID-19 from biomedical literature.
CoRR
Yifan Peng, Yuxing Tang, Sungwon Lee, Yingying Zhu, Ronald M. Summers, Zhiyong Lu
2020 J jnl
Cross-Domain Medical Image Translation by Shared Latent Gaussian Mixture Model.
CoRR
Yingying Zhu, Youbao Tang, Yuxing Tang, Daniel C. Elton, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers
2020 — conf
Cross-domain Medical Image Translation by Shared Latent Gaussian Mixture Model.
MICCAI (2)
Yingying Zhu, Youbao Tang, Yuxing Tang, Daniel C. Elton, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers
2020 — conf
Deep Small Bowel Segmentation with Cylindrical Topological Constraints.
MICCAI (4)
Seung Yeon Shin, Sungwon Lee, Daniel C. Elton, James L. Gulley, Ronald M. Summers
2020 J jnl
Deep Small Bowel Segmentation with Cylindrical Topological Constraints.
CoRR
Seung Yeon Shin, Sungwon Lee, Daniel C. Elton, James L. Gulley, Ronald M. Summers
2020 J jnl
Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Detection.
CoRR
Yingying Zhu, Daniel C. Elton, Sungwon Lee, Perry J. Pickhardt, Ronald M. Summers