Heung‐Il Suk

Hierarchical feature representation and multimodal fusion with deep learning for AD/MCI diagnosis

Heung‐Il Suk, Seong‐Whan Lee, Dinggang Shen · NeuroImage · 2014 · 946 citations

Multilevel Fusion, Engineering, Machine Learning +11

Deep Learning Based Imaging Data Completion for Improved Brain Disease Diagnosis

Rongjian Li, Wenlu Zhang, Heung‐Il Suk et al. · Lecture notes in computer science · 2014 · 481 citations

Neuroimaging Biomarkers, Engineering, Medical Imaging +10

Deep Learning-Based Feature Representation for AD/MCI Classification

Heung‐Il Suk, Dinggang Shen · Lecture notes in computer science · 2013 · 437 citations · Full text

Engineering, Machine Learning, Feature Learning +4

Deep ensemble learning of sparse regression models for brain disease diagnosis

Heung‐Il Suk, Seong‐Whan Lee, Dinggang Shen · Medical Image Analysis · 2017 · 319 citations · Full text

Brain Disease Diagnosis, Neuroimaging Biomarkers, Sparse Representation +14

State-space model with deep learning for functional dynamics estimation in resting-state fMRI

Heung‐Il Suk, Chong-Yaw Wee, Seong‐Whan Lee et al. · NeuroImage · 2016 · 303 citations

Cognitive Science, Functional Dynamics Estimation, Deep Learning +11