Da-Woon Heo

18 papers A* 1Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Complex wavelet-based Transformer for neurodevelopmental disorder diagnosis via direct modeling of real and imaginary components.
Medical Image Anal.
Ah-Yeong Jeong, Da-Woon Heo, Heung-Il Suk
2026 J jnl
Explainable Normative Modeling for Brain Disorder Identification in Resting-State fMRI.
IEEE Trans. Medical Imaging
Yeajin Shon, Eunsong Kang, Da-Woon Heo, Heung-Il Suk
2026 J jnl
FIESTA: Fourier-Based Semantic Augmentation With Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation.
IEEE Trans. Neural Networks Learn. Syst.
Kwanseok Oh, Eunjin Jeon, Da-Woon Heo, Yooseung Shin, Heung-Il Suk
2026 A* conf
HyFI: Hyperbolic Feature Interpolation for Brain-Vision Alignment.
AAAI
Sangmin Jo, Wootaek Jeong, Da-Woon Heo, Yoohwan Hwang, Heung-Il Suk
2026 J jnl
HyFI: Hyperbolic Feature Interpolation for Brain-Vision Alignment.
CoRR
Sangmin Jo, Wootaek Jeong, Da-Woon Heo, Yoohwan Hwang, Heung-Il Suk
2026 J jnl
Transferring ultrahigh-field representations for intensity-guided brain segmentation of low-field magnetic resonance imaging.
Pattern Recognit.
Kwanseok Oh, Jieun Lee, Da-Woon Heo, Dinggang Shen, Heung-Il Suk
2025 J jnl
A quantitatively interpretable model for Alzheimer's disease prediction using deep counterfactuals.
NeuroImage
Kwanseok Oh, Da-Woon Heo, Ahmad Wisnu Mulyadi, Wonsik Jung, Eunsong Kang, Kun Ho Lee, Heung-Il Suk
2024 J jnl
A Learnable Counter-Condition Analysis Framework for Functional Connectivity-Based Neurological Disorder Diagnosis.
IEEE Trans. Medical Imaging
Eunsong Kang, Da-Woon Heo, Jiwon Lee, Heung-Il Suk
2024 — conf
BrainWaveNet: Wavelet-Based Transformer for Autism Spectrum Disorder Diagnosis.
MICCAI (2)
Ah-Yeong Jeong, Da-Woon Heo, Eunsong Kang, Heung-Il Suk
2024 J jnl
FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation.
CoRR
Kwanseok Oh, Eunjin Jeon, Da-Woon Heo, Yooseung Shin, Heung-Il Suk
2024 J jnl
Medical Transformer: Universal Encoder for 3-D Brain MRI Analysis.
IEEE Trans. Neural Networks Learn. Syst.
Eunji Jun, Seungwoo Jeong, Da-Woon Heo, Heung-Il Suk
2024 J jnl
Site-Invariant Meta-Modulation Learning for Multisite Autism Spectrum Disorders Diagnosis.
IEEE Trans. Neural Networks Learn. Syst.
Jaein Lee, Eunsong Kang, Da-Woon Heo, Heung-Il Suk
2024 J jnl
Transferring Ultrahigh-Field Representations for Intensity-Guided Brain Segmentation of Low-Field Magnetic Resonance Imaging.
CoRR
Kwanseok Oh, Jieun Lee, Da-Woon Heo, Dinggang Shen, Heung-Il Suk
2023 J jnl
A Learnable Counter-condition Analysis Framework for Functional Connectivity-based Neurological Disorder Diagnosis.
CoRR
Eunsong Kang, Da-Woon Heo, Jiwon Lee, Heung-Il Suk
2023 J jnl
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep Counterfactuals.
CoRR
Kwanseok Oh, Da-Woon Heo, Ahmad Wisnu Mulyadi, Wonsik Jung, Eunsong Kang, Kun Ho Lee, Heung-Il Suk
2022 — conf
Prototype Learning of Inter-network Connectivity for ASD Diagnosis and Personalized Analysis.
MICCAI (3)
Eunsong Kang, Da-Woon Heo, Heung-Il Suk
2021 — conf
Inter-regional High-Level Relation Learning from Functional Connectivity via Self-supervision.
MICCAI (2)
Wonsik Jung, Da-Woon Heo, Eunjin Jeon, Jaein Lee, Heung-Il Suk
2021 J jnl
Medical Transformer: Universal Brain Encoder for 3D MRI Analysis.
CoRR
Eunji Jun, Seungwoo Jeong, Da-Woon Heo, Heung-Il Suk