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2020 – today
- 2024
[j4]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): 1377-1387 (2024)- [j3]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): 1400-1411 (2024) - [c8]Jiwon Lee, Eunsong Kang, Junyeong Maeng, Heung-Il Suk:
Eigendecomposition-Based Spatial-Temporal Attention for Brain Cognitive States Identification. ICASSP 2024: 1921-1925 - [c7]Ah-Yeong Jeong, Da-Woon Heo, Eunsong Kang, Heung-Il Suk:
BrainWaveNet: Wavelet-Based Transformer for Autism Spectrum Disorder Diagnosis. MICCAI (2) 2024: 56-66 - 2023
- [i4]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 abs/2310.03404 (2023) - [i3]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 abs/2310.03457 (2023) - [i2]Eunsong Kang, Da-Woon Heo, Jiwon Lee, Heung-Il Suk:
A Learnable Counter-condition Analysis Framework for Functional Connectivity-based Neurological Disorder Diagnosis. CoRR abs/2310.03964 (2023) - 2022
- [c6]Eunsong Kang, Da-Woon Heo, Heung-Il Suk:
Prototype Learning of Inter-network Connectivity for ASD Diagnosis and Personalized Analysis. MICCAI (3) 2022: 334-343 - 2021
- [j2]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: 118048 (2021) - [c5]Jaein Lee, Eunsong Kang, Eunjin Jeon, Heung-Il Suk:
Meta-modulation Network for Domain Generalization in Multi-site fMRI Classification. MICCAI (5) 2021: 500-509 - [i1]Junghyo Sohn, Eunjin Jeon, Wonsik Jung, Eunsong Kang, Heung-Il Suk:
Fine-Grained Attention for Weakly Supervised Object Localization. CoRR abs/2104.04952 (2021) - 2020
- [c4]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: 397-406
2010 – 2019
- 2019
- [j1]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: 669-686 (2019) - 2018
- [c3]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: 1-3 - [c2]Eunsong Kang, Heung-Il Suk:
Probabilistic Source Separation on Resting-State fMRI and Its Use for Early MCI Identification. MICCAI (3) 2018: 275-283 - 2016
- [c1]Eunsong Kang, Bum-Chae Kim, Heung-Il Suk:
An empirical suggestion for collaborative learning in motor imagery-based BCIs. BCI 2016: 1-3
Coauthor Index
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