Personal profile
Education
Ph.D. Korea Advanced Institute of Science and Technology (KAIST), 2023
M.S. Korea Advanced Institute of Science and Technology (KAIST), 2019
B.S. Korea Advanced Institute of Science and Technology (KAIST), 2017
Professional Experience
Assistant Professor, Sungkyunkwan University, 2025-Present
Postdoctoral Fellow, National Institute of Health (NIH), USA, 2023-2024
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Collaborations and top research areas from the last five years
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Privacy-Preserving Large Language Model for Matching Findings and Tracking Interval Changes in Longitudinal Radiology Reports
Mathai, T. S., Kim, B., Stroie, O. M. & Summers, R. M., Feb 2026, In: Journal of Imaging Informatics in Medicine. 39, 1, p. 1017-1030 14 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Link opens in a new tab Scopus citations -
Automated Classification of Body MRI Sequences Using Convolutional Neural Networks
Kim, B., Mathai, T. S., Helm, K., Mukherjee, P., Liu, J. & Summers, R. M., Mar 2025, In: Academic Radiology. 32, 3, p. 1192-1203 12 p.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations -
Benchmarking Multiorgan Segmentation Tools for Multiparametric T1-weighted Abdominal MRI
Tran, N., Prasad, A., Zhuang, Y., Mathai, T. S., Kim, B., Lewis, S., Mukherjee, P., Liu, J. & Summers, R. M., 2025, Medical Imaging 2025: Computer-Aided Diagnosis. Astley, S. M. & Wismuller, A. (eds.). SPIE, 1340714. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 13407).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Leveraging Multiphase CT for Quality Enhancement of Portal Venous CT: Utility for Pancreas Segmentation
Wang, X., Mathai, T. S., Kim, B. & Summers, R. M., 2025, ISBI 2025 - 2025 IEEE 22nd International Symposium on Biomedical Imaging, Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Link opens in a new tab Scopus citations -
MRISegmenter: A Fully Accurate and Robust Automated Multiorgan and Structure Segmentation Tool for T1-weighted Abdominal MRI
Zhuang, Y., Mathai, T. S., Mukherjee, P., Khoury, B., Kim, B., Hou, B., Rabbee, N., Suri, A. & Summers, R. M., Apr 2025, In: Radiology. 315, 1, e241979.Research output: Contribution to journal › Article › peer-review
5 Link opens in a new tab Scopus citations