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Da-Woon Heo
Da-Woon Heo
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Medical transformer: Universal brain encoder for 3D MRI analysis
E Jun, S Jeong, DW Heo, HI Suk
arXiv preprint arXiv:2104.13633, 2021
312021
Inter-regional high-level relation learning from functional connectivity via self-supervision
W Jung, DW Heo, E Jeon, J Lee, HI Suk
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
62021
Site-Invariant Meta-Modulation Learning for Multisite Autism Spectrum Disorders Diagnosis
J Lee, E Kang, DW Heo, HI Suk
IEEE Transactions on Neural Networks and Learning Systems, 2023
12023
Stage-Specific Brain Aging in First-Episode Schizophrenia and Treatment-Resistant Schizophrenia
WS Kim, DW Heo, J Shen, U Tsogt, S Odkhuu, SW Kim, HI Suk, BJ Ham, ...
International Journal of Neuropsychopharmacology 26 (3), 207-216, 2023
12023
Altered functional connectivity in psychotic disorder not otherwise specified
WS Kim, DW Heo, J Shen, U Tsogt, S Odkhuu, J Lee, E Kang, SW Kim, ...
Psychiatry Research 317, 114871, 2022
12022
Prototype Learning of Inter-network Connectivity for ASD Diagnosis and Personalized Analysis
E Kang, DW Heo, HI Suk
International Conference on Medical Image Computing and Computer-Assisted …, 2022
12022
A Learnable Counter-condition Analysis Framework for Functional Connectivity-based Neurological Disorder Diagnosis
E Kang, D Heo, J Lee, HI Suk
arXiv preprint arXiv:2310.03964, 2023
2023
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep Counterfactuals
K Oh, DW Heo, AW Mulyadi, W Jung, E Kang, KH Lee, HI Suk
arXiv preprint arXiv:2310.03457, 2023
2023
Medical Transformer: Universal Encoder for 3-D Brain MRI Analysis
E Jun, S Jeong, DW Heo, HI Suk
IEEE Transactions on Neural Networks and Learning Systems, 2023
2023
Deep Counterfactual-Guided MRI Feature Representation and Quantitatively Interpretable Alzheimer’s Disease Prediction
K Oh, DW Heo, AW Mulyadi, W Jung, E Kang, KH Lee, HI Suk
2022
Electronic Cigarette Vaping Did Not Enhance the Neural Process of Working Memory for Regular Cigarette Smokers
DY Kim, Y Jang, DW Heo, S Jo, HC Kim, JH Lee
Frontiers in Human Neuroscience 16, 817538, 2022
2022
Quantifying Explainability of Counterfactual-Guided MRI Feature for Alzheimer’s Disease Prediction
K Oh, DW Heo, AW Mulyadi, W Jung, E Kang, HI Suk
Neuronal circuitry from electronic cigarette use from psychophysiological interaction analysis
DW Heo, Y Jang, HC Kim, JH Lee
Evaluation of MR-compatible e-cigarette smoking equipment to use in an MRI environment
S Jo, DW Heo, HC Kim, JH Lee
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