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Dive into the research topics where JinTae Kwak is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Pathology-Informed Latent Diffusion Model for Anomaly Detection in Lymph Node Metastasis
Wang, J., Byeon, K., Song, J., Nguyen, A., Ahn, S., Lee, S. H. & Kwak, J. T., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, 2025, Proceedings. Gee, J. C., Hong, J., Sudre, C. H., Golland, P., Alexander, D. C., Iglesias, J. E., Venkataraman, A. & Kim, J. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 453-462 10 p. (Lecture Notes in Computer Science; vol. 15961 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A Mixture-of-Experts Decision Support System for Digital Pathology
Bui, D. C. & Kwak, J. T., 2025, Proceedings of the 58th Hawaii International Conference on System Sciences, HICSS 2025. Bui, T. X. (ed.). IEEE Computer Society, p. 3228-3236 9 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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A robust artificial intelligence system for predicting EBV status in gastric cancer biopsy and resection specimens
Byeon, K., Song, B., Chae, S. W., Kim, K. & Kwak, J. T., 2025 Dec, In: Scientific reports. 15, 1, 35100.Research output: Contribution to journal › Article › peer-review
Open Access -
Benchmarking pathology foundation models: Adaptation strategies and scenarios
Lee, J., Lim, J., Byeon, K. & Kwak, J. T., 2025 May, In: Computers in Biology and Medicine. 190, 110031.Research output: Contribution to journal › Article › peer-review
Open Access4 Link opens in a new tab Citations (Scopus) -
Clinical feasibility of deep learning-driven magnetic resonance angiography collateral map in acute anterior circulation ischemic stroke
Jeon, Y. J., Roh, H. G., Jung, S., Yang, H., Ki, H. J., Park, J. J., Lee, T. J., Shin, N. I., Lee, J. S., Kwak, J. T. & Kim, H. J., 2025 Dec, In: Scientific reports. 15, 1, 2304.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Citations (Scopus)
Press/Media
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Studies from Korea University in the Area of Information Technology Described (Deleca: Deblurring for Long and Short Exposure Images With a Dual-branch Multimodal Cross Attention Mechanism)
26/2/23
1 item of Media coverage
Press/Media: Press / Media
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Research Data from Korea University Update Understanding of Health and Medicine (CAMP: continuous and adaptive learning model in pathology)
26/1/27
1 item of Media coverage
Press/Media: Press / Media
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New Findings from Korea University Update Understanding of Engineering (Spatially-constrained and -unconstrained Bi-graph Interaction Network for Multi-organ Pathology Image Classification)
25/2/5
1 item of Media coverage
Press/Media: Press / Media
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New Poultry Science Findings from Seoul National University Discussed [Feed Supplementation With the Seaweed (Ascophllum Nodosum) Extract Reduces Fat Deposition In Broiler Chickens]
Kwak, J., Chi, Y. M., Whang, K. Y. & Park, Y. J.
24/9/2
1 item of Media coverage
Press/Media: Press / Media
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Histofy Enters into Agreement with CNAI and Korea University
23/3/20
1 item of Media coverage
Press/Media: Press / Media