Concepedia

Mingxia Liu

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Publications

140

Citations

9K

H-Index

52

Active since

2010

Affiliations

University of North Carolina at Chapel Hill(Current)

Nanjing University of Aeronautics and Astronautics

Korea University

Taishan University

Mingxia Liu is an author at University of North Carolina at Chapel Hill specializing in neuroscience, machine learning, and brain imaging.

Publications per year

2010–2025

140

Publications

140

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 · 551 citations · Full text

Medicine, Neuroscience, Radiology +17

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

Mingxia Liu, Jun Zhang, Ehsan Adeli et al. · Medical Image Analysis · 2017 · 429 citations · Full text

Medicine, Biomedical Engineering, Neuroscience +11

Federated learning for medical image analysis: A survey

Hao Guan, Pew‐Thian Yap, Andrea Bozoki et al. · Pattern Recognition · 2024 · 388 citations · Full text

Computing, Biomedical Informatics, Computer Science +14

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 · 223 citations · Full text

Computing, Neurology, Neuroscience +17

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 · 191 citations

Computing, Computer Science, Neuroscience +17

1–5 of 140