Da-Woon Heo

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Functional Connectivity

Medical Image Segmentation

Brain Segmentation

Top Venues

IEEE Trans. Medical Imaging

Publications

Kwanseok Oh, Jieun Lee, Da-Woon Heo, Dinggang Shen, Heung-Il Suk
Transferring Ultrahigh-Field Representations for Intensity-Guided Brain Segmentation of Low-Field Magnetic Resonance Imaging. CoRR (2024)
Kwanseok Oh, Eunjin Jeon, Da-Woon Heo, Yooseung Shin, Heung-Il Suk
FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation. CoRR (2024)
Eunsong Kang, Da-Woon Heo, Jiwon Lee, Heung-Il Suk
A Learnable Counter-Condition Analysis Framework for Functional Connectivity-Based Neurological Disorder Diagnosis. IEEE Trans. Medical Imaging 43 (4) (2024)
Eunsong Kang, Da-Woon Heo, Jiwon Lee, Heung-Il Suk
A Learnable Counter-condition Analysis Framework for Functional Connectivity-based Neurological Disorder Diagnosis. CoRR (2023)
Kwanseok Oh, Da-Woon Heo, Ahmad Wisnu Mulyadi, Wonsik Jung, Eunsong Kang, Kun Ho Lee, Heung-Il Suk
A Quantitatively Interpretable Model for Alzheimer's Disease Prediction Using Deep Counterfactuals. CoRR (2023)
Eunsong Kang, Da-Woon Heo, Heung-Il Suk
Prototype Learning of Inter-network Connectivity for ASD Diagnosis and Personalized Analysis. MICCAI (3) (2022)
Eunji Jun, Seungwoo Jeong, Da-Woon Heo, Heung-Il Suk
Medical Transformer: Universal Brain Encoder for 3D MRI Analysis. CoRR (2021)
Wonsik Jung, Da-Woon Heo, Eunjin Jeon, Jaein Lee, Heung-Il Suk
Inter-regional High-Level Relation Learning from Functional Connectivity via Self-supervision. MICCAI (2) (2021)