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Publications

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3393 Total Publications

Variable selection for high-dimensional partly linear additive Cox model with application to Alzheimer's disease
Wu, QW, Zhao, H, Zhu, L and Sun, JG
PMID: 32652699 ; 2020; Journal Statistics in Medicine; vol. 39; no. 23; pp. 3120-3134;

Phosphodiesterase 4D Gene Modifies the Functional Network of Patients With Mild Cognitive Impairment and Alzheimer's Disease
Xiang, J, Wang, X, Gao, Y, Li, T, Cao, R, Yan, T, Ma, Y, Niu, Y, Xue, J and Wang, B
PMCID:7423997 ; 2020; Journal Front Genet; vol. 11; pp. 890;

Targeting the uncertainty of predictions at patient-level using an ensemble of classifiers coupled with calibration methods, Venn-ABERS, and Conformal Predictors: A case study in AD
Pereira, T, Cardoso, S, Guerreiro, M, Mendonca, Ad and Madeira, SC
2020; Journal J Biomed Inform; vol. 101; pp. 103350;

Inflammatory pathway analytes predicting rapid cognitive decline in MCI stage of Alzheimer's disease
Pillai, JA, Bena, J, Bebek, G, Bekris, LM, Bonner-Jackson, A, Kou, L, Pai, A, Sørensen, L, Neilsen, M, Rao, SM, Chance, M, Lamb, BT and Leverenz, JB
PMID: 7359114 ; 2020; Journal Ann Clin Transl Neurol; vol. 7; no. 7; pp. 1225-1239;

Associations between brain amyloid accumulation and the use of angiotensin-converting enzyme inhibitors vs. angiotensin receptor blockers
Ouk, M, Wu, C-Y, Rabin, JS, Edwards, JD, Ramirez, J, Masellis, M, Swartz, RH, Herrmann, N, Lanctôt, KL and Black, SE
2020; Journal Neurobiology of Aging;

Early Detection of Alzheimer's Disease Using Magnetic Resonance Imaging: A Novel Approach Combining Convolutional Neural Networks and Ensemble Learning
Pan, D, Zeng, A, Jia, LF, Huang, Y, Frizzell, T, Son, XW and Alzheimers Dis Neuroimaging, I
2020; Journal Frontiers in Neuroscience; vol. 14;

Disentangling time series between brain tissues improves fMRI data quality using a time-dependent deep neural network
Yang, Z, Zhuang, X, Sreenivasan, K, Mishra, V and Cordes, D
2020; Journal Neuroimage; vol. 223; pp. 117340;

Interaction effect of Alzheimer's disease pathology and education, occupation, and socioeconomic status as a proxy for cognitive reserve on cognitive performance: in vivo positron emission tomography study
Yasuno, F, Minami, H, Hattori, H and Initiative, AsDN
2020; Journal Psychogeriatrics;

SCEBE: an efficient and scalable algorithm for genome-wide association studies on longitudinal outcomes with mixed-effects modeling
Yuan, M, Xu, XS, Yang, Y, Zhou, Y, Li, Y, Xu, J and Pinheiro, J
2020; Journal Brief Bioinform;

MRI and cognitive scores complement each other to accurately predict Alzheimer's dementia 2 to 7 years before clinical onset
Zandifar, A, Fonov, VS, Ducharme, S, Belleville, S, Collins, DL and Alzheimer's Dis Neuroimaging, I
2020; Journal Neuroimage-Clinical; vol. 25;