Eunsong Kang

22 papers A 1Misc 1Journal 11Unranked 9
YearRankTypeTitle / Venue / Authors
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
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
2025 — conf
Diff-RRG: Longitudinal Disease-Wise Patch Difference as Guidance for LLM-Based Radiology Report Generation.
MICCAI (7)
Hannah Yun, Junyeong Maeng, Eunsong Kang, Heung-Il Suk
2025 A conf
Quantized Factor Identifiable Causal Effect Variational Autoencoder.
CIKM
Sujeong Song, Junghyo Sohn, Eunsong Kang, 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
EAG-RS: A Novel Explainability-Guided ROI-Selection Framework for ASD Diagnosis via Inter-Regional Relation Learning.
IEEE Trans. Medical Imaging
Wonsik Jung, Eunjin Jeon, Eunsong Kang, Heung-Il Suk
2024 Misc conf
Eigendecomposition-Based Spatial-Temporal Attention for Brain Cognitive States Identification.
ICASSP
Jiwon Lee, Eunsong Kang, Junyeong Maeng, Heung-Il Suk
2024 — conf
Prototype-Guided Contrastive Knowledge Graph Representation Learning for Diagnosis Prediction.
ICPRAI (1)
Wooyeol Park, Ahmad Wisnu Mulyadi, Eunsong Kang, 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
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
2023 J jnl
EAG-RS: A Novel Explainability-guided ROI-Selection Framework for ASD Diagnosis via Inter-regional Relation Learning.
CoRR
Wonsik Jung, Eunjin Jeon, Eunsong Kang, 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 J jnl
A unified framework for personalized regions selection and functional relation modeling for early MCI identification.
NeuroImage
Jiyeon Lee, Wonjun Ko, Eunsong Kang, Heung-Il Suk, Alzheimer's Disease Neuroimaging Initiative
2021 J jnl
Fine-Grained Attention for Weakly Supervised Object Localization.
CoRR
Junghyo Sohn, Eunjin Jeon, Wonsik Jung, Eunsong Kang, Heung-Il Suk
2021 — conf
Meta-modulation Network for Domain Generalization in Multi-site fMRI Classification.
MICCAI (5)
Jaein Lee, Eunsong Kang, Eunjin Jeon, Heung-Il Suk
2020 — conf
Enriched Representation Learning in Resting-State fMRI for Early MCI Diagnosis.
MICCAI (7)
Eunjin Jeon, Eunsong Kang, Jiyeon Lee, Jaein Lee, Tae-Eui Kam, Heung-Il Suk
2019 J jnl
Modeling regional dynamics in low-frequency fluctuation and its application to Autism spectrum disorder diagnosis.
NeuroImage
Eunji Jun, Eunsong Kang, Jaehun Choi, Heung-Il Suk
2018 — conf
Deep recurrent spatio-temporal neural network for motor imagery based BCI.
BCI
Wonjun Ko, Jee Seok Yoon, Eunsong Kang, Eunji Jun, Jun-Sik Choi, Heung-Il Suk
2018 — conf
Probabilistic Source Separation on Resting-State fMRI and Its Use for Early MCI Identification.
MICCAI (3)
Eunsong Kang, Heung-Il Suk
2016 — conf
An empirical suggestion for collaborative learning in motor imagery-based BCIs.
BCI
Eunsong Kang, Bum-Chae Kim, Heung-Il Suk