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3393 Total Publications

Deep Learning and Risk Score Classification of Mild Cognitive Impairment and Alzheimer's Disease
Nagaraj, S and Duong, TQ
2021; Journal J Alzheimers Dis; vol. 80; no. 3; pp. 1079-1090;
Optimal Minimax Variable Selection for Large-Scale Matrix Linear Regression Model
Hao, M, Qu, L, Kong, D, Sun, L and Zhu, H
2021; Journal Journal of Machine Learning Research; vol. 22; no. 147; pp. Jan-39;
Positron emission tomography image enhancement using magnetic resonance images and U-net structure
Garehdaghi, F, Meshgini, S and Afrouzian, R
2021; Journal Computers & Electrical Engineering; vol. 90; pp. 106973;
Deep learning based pipelines for Alzheimer's disease diagnosis: A comparative study and a novel deep-ensemble method
Loddo, A, Buttau, S and Di Ruberto, C
2021; Journal Computers in biology and medicine; vol. 105032;
The Differential Diagnostic Value of the Callosal Angle and Evans Index in Mild Cognitive Impairment and Alzheimer's Disease
Liu, MQ, Zhang, J, Zong, LX, Fan, WP, Wang, BT and Chen, ZY
2021; Journal Current Medical Imaging; vol. 17; no. 7; pp. 889-896;
Virtual connectomic datasets in Alzheimer's Disease and aging using whole-brain network dynamics modelling
Arbabyazd, L, Shen, K, Wang, Z, Hofmann-Apitius, M, Ritter, P, McIntosh, AR, Battaglia, D and Jirsa, V
2021; Journal eNeuro;
Association of Tau Pathology With Clinical Symptoms in the Subfields of Hippocampal Formation
Ge, X, Zhang, D, Qiao, Y, Zhang, J, Xu, J and Zheng, Y
PMCID:8317580 ; 2021; Journal Front Aging Neurosci; vol. 13; pp. 672077;
Multi-Resemblance Multi-Target Low-Rank Coding for Prediction of Cognitive Decline With Longitudinal Brain Images
Zhang, J, Wu, JF, Li, QY, Caselli, RJ, Thompson, PM, Ye, JP and Wang, YL
2021; Journal Ieee Transactions on Medical Imaging; vol. 40; no. 8; pp. 2030-2041;
Morphological feature visualization of Alzheimer’s disease via Multidirectional Perception GAN
Yu, W, Lei, B, Liu, Y, Feng, Z, Hu, Y, Shen, Y, Wang, S and Ng, MK
2021; Journal IEEE Transactions on Neural Networks and Learning Systems;
Identify Consistent Cross-Modality Imaging Genetic Patterns via Discriminant Sparse Canonical Correlation Analysis
Wang, ML, Shao, W, Hao, XK, Shen, L and Zhang, DQ
2021; Journal Ieee-Acm Transactions on Computational Biology and Bioinformatics; vol. 18; no. 4; pp. 1549-1561;