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Mingxia Liu
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Year
Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer’s Disease Diagnosis using Structural MRI
C Lian, M Liu, J Zhang, D Shen
IEEE Transactions on Pattern Analysis and Machine Intelligence 42 (4), 880-893, 2020
4152020
Domain Adaptation for Medical Image Analysis: A Survey
H Guan, M Liu
IEEE Transactions on Biomedical Engineering 69 (3), 1173-1185, 2022
4112022
Landmark-based Deep Multi-Instance Learning for Brain Disease Diagnosis
M Liu, J Zhang, E Adeli, D Shen
Medical Image Analysis 43, 157-168, 2018
3922018
Joint Classification and Regression via Deep Multi-Task Multi-Channel Learning for Alzheimer’s Disease Diagnosis
M Liu, J Zhang, E Adeli, D Shen
IEEE Transactions on Biomedical Engineering 66 (5), 1195-1206, 2019
2552019
Relationship Induced Multi-Template Learning for Diagnosis of Alzheimer’s Disease and Mild Cognitive Impairment
M Liu, D Zhang, D Shen
IEEE Transactions on Medical Imaging 35 (6), 1463-1474, 2016
2002016
Detecting Anatomical Landmarks from Limited Medical Imaging Data using Two-Stage Task-Oriented Deep Neural Networks
J Zhang, M Liu, D Shen
IEEE Transactions on Image Processing 26 (10), 4753-4764, 2017
1962017
Domain Transfer Learning for MCI Conversion Prediction
B Cheng, M Liu, D Zhang, BC Munsell, D Shen
IEEE Transactions on Biomedical Engineering 62 (7), 1805-1817, 2015
1872015
Synthesizing Missing PET from MRI with Cycle-Consistent Generative Adversarial Networks for Alzheimer’s Disease Diagnosis
Y Pan, M Liu, C Lian, T Zhou, Y Xia, D Shen
MICCAI 2018, 455-463, 2018
1852018
Alzheimer's Disease Diagnosis using Landmark-based Features from Longitudinal Structural MR Images
J Zhang, M Liu, L An, Y Gao, D Shen
IEEE Journal of Biomedical and Health Informatics 21 (6), 1607-1616, 2017
1642017
Latent Representation Learning for Alzheimer’s Disease Diagnosis with Incomplete Multi-modal Neuroimaging and Genetic Data
T Zhou, M Liu, KH Thung, D Shen
IEEE Transactions on Medical Imaging 38 (10), 2411-2422, 2019
1592019
Anatomical Landmark based Deep Feature Representation for MR Images in Brain Disease Diagnosis
M Liu, J Zhang, D Nie, PT Yap, D Shen
IEEE Journal of Biomedical and Health Informatics 22 (5), 1476-1485, 2018
1502018
Two-Stage Cost-Sensitive Learning for Software Defect Prediction
M Liu, L Miao, D Zhang
IEEE Transactions on Reliability 63 (2), 676-686, 2014
1472014
A Survey on Deep Learning for Neuroimaging-based Brain Disorder Analysis
L Zhang, M Wang, M Liu, D Zhang
Frontiers in Neuroscience 14, 2020
1442020
Inherent Structure Based Multi-View Learning with Multi-template Feature Representation for Alzheimer’s Disease Diagnosis
M Liu, D Zhang, E Adeli-Mosabbeb, D Shen
IEEE Transactions on Biomedical Engineering 63 (7), 1473-1482, 2016
1422016
Identifying Autism Spectrum Disorder with Multi-Site fMRI via Low-Rank Domain Adaptation
M Wang, D Zhang, H Jiashuang, PT Yap, D Shen, M Liu
IEEE Transactions on Medical Imaging 39 (3), 644-655, 2020
1342020
Integration of Temporal and Spatial Properties of Dynamic Connectivity Networks for Automatic Diagnosis of Brain Disease
B Jie, M Liu, D Shen
Medical Image Analysis 47, 81-94, 2018
1322018
View-Aligned Hypergraph Learning for Alzheimer’s Disease Diagnosis with Incomplete Multi-Modality Data
M Liu, J Zhang, PT Yap, D Shen
Medical Image Analysis 36, 123-134, 2017
1322017
Deep Learning for Fast and Spatially-Constrained Tissue Quantification from Highly-Accelerated Data in Magnetic Resonance Fingerprinting
Z Fang, Y Chen, M Liu, L Xiang, Q Zhang, Q Wang, W Lin, D Shen
IEEE Transactions on Medical Imaging 38 (10), 2364-2374, 2019
1142019
Strength and Similarity Guided Group-level Brain Functional Network Construction for MCI Diagnosis
Y Zhang, H Zhang, X Chen, M Liu, X Zhu, SW Lee, D Shen
Pattern Recognition 88, 421-430, 2019
1142019
View-Centralized Multi-Atlas Classification for Alzheimer's Disease Diagnosis
M Liu, D Zhang, D Shen
Human Brain Mapping 36 (5), 1847-1865, 2015
1072015
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