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Publications

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3740 Total Publications

Group Guided Fused Laplacian Sparse Group Lasso for Modeling Alzheimer's Disease Progression
Liu, X, Wang, J, Ren, F and Kong, J
PMCID:7033952 ; 2020; Journal Comput Math Methods Med; vol. 2020; pp. 4036560;

Association between Structural Connectivity and Generalized Cognitive Spectrum in Alzheimer's Disease
Lombardi, A, Amoroso, N, Diacono, D, Monaco, A, Logroscino, G, De Blasi, R, Bellotti, R and Tangaro, S
PMCID:7699729 ; 2020; Journal Brain Sci; vol. 10; no. 11;

Using machine learning to quantify structural MRI neurodegeneration patterns of Alzheimer's disease into dementia score: Independent validation on 8,834 images from ADNI, AIBL, OASIS, and MIRIAD databases
Popuri, K, Ma, D, Wang, L and Beg, MF
PMCID:7469784 ; 2020; Journal Hum Brain Mapp; vol. 41; no. 14; pp. e25115;

In vivo network models identify sex differences in the spread of tau pathology across the brain
Shokouhi, S, Taylor, WD, Albert, K, Kang, H and Newhouse, PA
PMCID:7144772 ; 2020; Journal Alzheimers Dement (Amst); vol. 12; no. 1; pp. e12016;

Realistic simulation of virtual multi-scale, multi-modal patient trajectories using Bayesian networks and sparse auto-encoders
Sood, M, Sahay, A, Karki, R, Emon, MA, Vrooman, H, Hofmann-Apitius, M and Frohlich, H
PMID: 32620927 ; 2020; Journal Scientific Reports; vol. 10; no. 1;

Amyloid biomarkers as predictors of conversion from mild cognitive impairment to Alzheimer's dementia: a comparison of methods
Sörensen, A, Blazhenets, G, Schiller, F, Meyer, PT and Frings, L
PMCID:7678323 ; 2020; Journal Alzheimers Res Ther; vol. 12; no. 1; pp. 155;

A telescope GWAS analysis strategy, based on SNPs-genes-pathways ensamble and on multivariate algorithms, to characterize late onset Alzheimer's disease
Squillario, M, Abate, G, Tomasi, F, Tozzo, V, Barla, A and Uberti, D
PMCID:7374579 ; 2020; Journal Sci Rep; vol. 10; no. 1; pp. 12063;

Alteration of functional connectivity in patients with Alzheimer's disease revealed by resting-state functional magnetic resonance imaging
Zhao, J, Du, YH, Ding, XT, Wang, XH and Men, GZ
2020; Journal Neural Regeneration Research; vol. 15; no. 2; pp. 285-292;

Reduced Dynamic Complexity of BOLD Signals Differentiates Mild Cognitive Impairment From Normal Aging
Zheng, H, Onoda, K, Nagai, A and Yamaguchi, S
2020; Journal Frontiers in Aging Neuroscience; vol. 12; pp. 90;

Protective Factors Modulate the Risk of Beta Amyloid in Alzheimer's Disease
Zhou, B, Tanabe, K, Kojima, S, Teramukai, S, Fukushima, M and Neuroimaging Initiative, TAD
PMCID:7647774 ; 2020; Journal Behav Neurol; vol. 2020; pp. 7029642;