| Medical transformer: Universal brain encoder for 3D MRI analysis E Jun, S Jeong, DW Heo, HI Suk arXiv preprint arXiv:2104.13633, 2021 | 49 | 2021 |
| 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 | 14 | 2021 |
| 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 | 10 | 2023 |
| 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 | 7 | 2022 |
| 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 | 6 | 2023 |
| 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 | 5 | 2023 |
| 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 | 4 | 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 | 4 | 2022 |
| Deep Learning-based Brain Age Prediction in Patients With Schizophrenia Spectrum Disorders WS Kim, DW Heo, J Maeng, J Shen, U Tsogt, S Odkhuu, X Zhang, ... Schizophrenia Bulletin, sbad167, 2023 | 2 | 2023 |
| A Learnable Counter-Condition Analysis Framework for Functional Connectivity-Based Neurological Disorder Diagnosis E Kang, DW Heo, J Lee, HII Suk IEEE Transactions on Medical Imaging 43 (4), 1377-1387, 2023 | 2 | 2023 |
| FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation K Oh, E Jeon, DW Heo, Y Shin, HI Suk arXiv preprint arXiv:2406.14308, 2024 | 1 | 2024 |
| 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 NeuroImage, 121077, 2025 | | 2025 |
| BrainWaveNet: Wavelet-Based Transformer for Autism Spectrum Disorder Diagnosis AY Jeong, DW Heo, E Kang, HI Suk International Conference on Medical Image Computing and Computer-Assisted …, 2024 | | 2024 |
| Transferring Ultrahigh-Field Representations for Intensity-Guided Brain Segmentation of Low-Field Magnetic Resonance Imaging K Oh, J Lee, DW Heo, D Shen, HI Suk arXiv preprint arXiv:2402.08409, 2024 | | 2024 |
| 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 |
| 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 | | |
