Mingxia Liu

Joint Classification and Regression via Deep Multi-Task Multi-Channel Learning for Alzheimer's Disease Diagnosis

Mingxia Liu, Jun Zhang, Ehsan Adeli et al. · IEEE Transactions on Biomedical Engineering · 2018 · 299 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Alzheimer's Disease Diagnosis Using Landmark-Based Features From Longitudinal Structural MR Images

Jun Zhang, Mingxia Liu, Le An et al. · IEEE Journal of Biomedical and Health Informatics · 2017 · 168 citations · Full text

Engineering, Feature Extraction, Image Analysis +18

Anatomical Landmark Based Deep Feature Representation for MR Images in Brain Disease Diagnosis

Mingxia Liu, Jun Zhang, Dong Nie et al. · IEEE Journal of Biomedical and Health Informatics · 2018 · 165 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +28

Facile Aqueous‐Phase Synthesis of Biocompatible and Fluorescent Ag₂S Nanoclusters for Bioimaging: Tunable Photoluminescence from Red to Near Infrared

Chuanxi Wang, Yu Wang, Lin Xu et al. · Small · 2012 · 160 citations

View-aligned hypergraph learning for Alzheimer’s disease diagnosis with incomplete multi-modality data

Mingxia Liu, Jun Zhang, Pew‐Thian Yap et al. · Medical Image Analysis · 2016 · 149 citations · Full text

View-aligned Hypergraph, Engineering, Machine Learning +13