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Dive into the research topics where Heung-Il Suk 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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Diff-RRG: Longitudinal Disease-Wise Patch Difference as Guidance for LLM-Based Radiology Report Generation
Yun, H., Maeng, J., Kang, E. & Suk, H. I., 2026, Medical Image Computing and Computer Assisted Intervention, MICCAI 2025 - 28th International Conference, 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. 152-161 10 p. (Lecture Notes in Computer Science; vol. 15966 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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ADT²R: Adaptive Decision Transformer for Dynamic Treatment Regimes in Sepsis
Jeon, E., Choi, J. H. & Suk, H. I., 2025, In: IEEE Transactions on Neural Networks and Learning Systems. 36, 5, p. 8554-8564 11 p.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Citation (Scopus) -
A quantitatively interpretable model for Alzheimer's disease prediction using deep counterfactuals
Oh, K., Heo, D. W., Mulyadi, A. W., Jung, W., Kang, E., Lee, K. H. & Suk, H. I., 2025 Apr 1, In: NeuroImage. 309, 121077.Research output: Contribution to journal › Article › peer-review
Open Access3 Link opens in a new tab Citations (Scopus) -
Deep Geometric Learning With Monotonicity Constraints for Alzheimer’s Disease Progression
Jeong, S., Jung, W., Sohn, J. & Suk, H. I., 2025, In: IEEE Transactions on Neural Networks and Learning Systems. 36, 4, p. 7090-7102 13 p.Research output: Contribution to journal › Article › peer-review
3 Link opens in a new tab Citations (Scopus) -
Energy-Guided Topology Mamba for EEG-based BCI
Jeong, S., Jeon, J. & Suk, H. I., 2025, 13th International Winter Conference on Brain-Computer Interface, BCI 2025. Institute of Electrical and Electronics Engineers Inc., (International Winter Conference on Brain-Computer Interface, BCI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Press/Media
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Brain Image-Based Quantitative Brain Disease Prediction Method and Apparatus
26/2/24
1 item of Media coverage
Press/Media: Press / Media
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Method and Apparatus for Reasoning and Reinforcing Decision in Brain Disease Diagnosis Model
25/5/20
1 item of Media coverage
Press/Media: Press / Media
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Researchers from Korea University Report New Studies and Findings in the Area of Networks (Transsleep: Transitioning-aware Attention-based Deep Neural Network for Sleep Staging)
24/9/19
1 item of Media coverage
Press/Media: Press / Media
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Reports from Korea University Describe Recent Advances in Networks (Eeg-oriented Self-supervised Learning With Triple Information Pathways Network)
24/8/9
1 item of Media coverage
Press/Media: Press / Media