Mingxia Liu

Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer's Disease Diagnosis Using Structural MRI

Chunfeng Lian, Mingxia Liu, Jun Zhang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018 · 536 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +24

Landmark-based deep multi-instance learning for brain disease diagnosis

Mingxia Liu, Jun Zhang, Ehsan Adeli et al. · Medical Image Analysis · 2017 · 416 citations · Full text

Brain Disease Diagnosis, Neuroimaging Biomarkers, Multiple Instance Learning +9

Federated learning for medical image analysis: A survey

Hao Guan, Pew‐Thian Yap, Andrea Bozoki et al. · Pattern Recognition · 2024 · 304 citations · Full text

Image Analysis, Machine Learning, Medical Imaging +8

Latent Representation Learning for Alzheimer’s Disease Diagnosis With Incomplete Multi-Modality Neuroimaging and Genetic Data

Tao Zhou, Mingxia Liu, Kim‐Han Thung et al. · IEEE Transactions on Medical Imaging · 2019 · 216 citations · Full text

Engineering, Machine Learning, Magnetic Resonance Imaging +25

Relationship Induced Multi-Template Learning for Diagnosis of Alzheimer’s Disease and Mild Cognitive Impairment

Mingxia Liu, Daoqiang Zhang, Dinggang Shen · IEEE Transactions on Medical Imaging · 2016 · 189 citations · Full text

Engineering, Machine Learning, Different Templates +23