Eunsong Kang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Top Venues

IEEE Trans. Medical Imaging

Publications

Jiwon Lee, Eunsong Kang, Junyeong Maeng, Heung-Il Suk
Eigendecomposition-Based Spatial-Temporal Attention for Brain Cognitive States Identification. ICASSP (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)
Wonsik Jung, Eunjin Jeon, Eunsong Kang, Heung-Il Suk
EAG-RS: A Novel Explainability-Guided ROI-Selection Framework for ASD Diagnosis via Inter-Regional Relation Learning. IEEE Trans. Medical Imaging 43 (4) (2024)
Wonsik Jung, Eunjin Jeon, Eunsong Kang, Heung-Il Suk
EAG-RS: A Novel Explainability-guided ROI-Selection Framework for ASD Diagnosis via Inter-regional Relation Learning. CoRR (2023)
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)
Junghyo Sohn, Eunjin Jeon, Wonsik Jung, Eunsong Kang, Heung-Il Suk
Fine-Grained Attention for Weakly Supervised Object Localization. CoRR (2021)
Jiyeon Lee, Wonjun Ko, Eunsong Kang, Heung-Il Suk, Alzheimer's Disease Neuroimaging Initiative
A unified framework for personalized regions selection and functional relation modeling for early MCI identification. NeuroImage 236 (2021)
Jaein Lee, Eunsong Kang, Eunjin Jeon, Heung-Il Suk
Meta-modulation Network for Domain Generalization in Multi-site fMRI Classification. MICCAI (5) (2021)
Eunjin Jeon, Eunsong Kang, Jiyeon Lee, Jaein Lee, Tae-Eui Kam, Heung-Il Suk
Enriched Representation Learning in Resting-State fMRI for Early MCI Diagnosis. MICCAI (7) (2020)
Eunji Jun, Eunsong Kang, Jaehun Choi, Heung-Il Suk
Modeling regional dynamics in low-frequency fluctuation and its application to Autism spectrum disorder diagnosis. NeuroImage 184 (2019)
Eunsong Kang, Heung-Il Suk
Probabilistic Source Separation on Resting-State fMRI and Its Use for Early MCI Identification. MICCAI (3) (2018)
Wonjun Ko, Jee Seok Yoon, Eunsong Kang, Eunji Jun, Jun-Sik Choi, Heung-Il Suk
Deep recurrent spatio-temporal neural network for motor imagery based BCI. BCI (2018)
Eunsong Kang, Bum-Chae Kim, Heung-Il Suk
An empirical suggestion for collaborative learning in motor imagery-based BCIs. BCI (2016)