Research output per year
Research output per year
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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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Complex wavelet-based Transformer for neurodevelopmental disorder diagnosis via direct modeling of real and imaginary components
Jeong, A. Y., Heo, D. W. & Suk, H. I., 2026 Mar 1, In: Medical Image Analysis. 109, p. 103914 1 p.Research output: Contribution to journal › Article › peer-review
Open Access -
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
5 Link opens in a new tab Citations (Scopus) -
Explainable Normative Modeling for Brain Disorder Identification in Resting-State fMRI
Shon, Y., Kang, E., Heo, D. W. & Suk, H. I., 2026 Apr, In: IEEE Transactions on Medical Imaging. 45, 4, p. 1606-1619 14 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
FIESTA: Fourier-Based Semantic Augmentation With Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation
Oh, K., Jeon, E., Heo, D. W., Shin, Y. & Suk, H. I., 2026, In: IEEE Transactions on Neural Networks and Learning Systems. 37, 3, p. 1063-1077 15 p.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
HyFI: Hyperbolic Feature Interpolation for Brain-Vision Alignment
Jo, S., Jeong, W., Heo, D. W., Hwang, Y. & Suk, H. I., 2026, In: Proceedings of the AAAI Conference on Artificial Intelligence. 40, 7, p. 5575-5583 9 p.Research output: Contribution to journal › Conference article › peer-review
Open Access1 Link opens in a new tab Citation (Scopus)
Press/Media
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Reports Summarize Climate and Atmospheric Science Research from Korea University (SIGMAformer: a spatiotemporal Gaussian mixture correlation transformer for global weather forecasting)
26/6/3
1 item of Media coverage
Press/Media: Press / Media
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Study Findings from Korea University Broaden Understanding of Technology (Explainable Normative Modeling for Brain Disorder Identification In Resting-state Fmri)
26/5/4
1 item of Media coverage
Press/Media: 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