Research output per year
Research output per year
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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
1 Link opens in a new tab Citation (Scopus) -
Two-Stage Residual-Guided Diffusion Framework for High-Fidelity Pathology Image Restoration
Lim, J., Yu, C. & Kwak, J. T., 2026, 2026 International Conference on Electronics, Information, and Communication, ICEIC 2026. Institute of Electrical and Electronics Engineers Inc., (2026 International Conference on Electronics, Information, and Communication, ICEIC 2026).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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VLEER: Vision and Language Embeddings for Explainable Whole Slide Image Representation
Nguyen, A. T., Byeon, K., Kim, K. & Kwak, J. T., 2026, Interpretability of Machine Intelligence in Medical Image Computing - 8th International Workshop, iMIMIC 2025, Held in Conjunction with MICCAI 2025, Proceedings. Reyes, M., Henriques Abreu, P. & Cardoso, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 12-22 11 p. (Lecture Notes in Computer Science; vol. 16464 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
Press/Media
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Researchers at Korea University Describe Findings in Genomics and Genetics (Gut microbial extracellular vesicles modulate the development of metabolic dysfunction-associated steatohepatitis through the gut-liver axis)
Whang, K. Y., Choi, I.-G. & Kwak, J.
26/4/21
1 item of Media coverage
Press/Media: 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