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Publications

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3740 Total Publications

A Multi-modal Data Platform for Diagnosis and Prediction of Alzheimer's Disease Using Machine Learning Methods
Pang, Z, Wang, X, Wang, XL, Qi, J, Zhao, Z, Gao, Y, Yang, Y and Yang, P
2021; Journal Mobile Networks & Applications; vol. 12;

Prediction of future Alzheimer's disease dementia using plasma phospho-tau combined with other accessible measures
Palmqvist, S, Tideman, P, Cullen, N, Zetterberg, H, Blennow, K, Alzheimer's Disease Neuroimaging, I, Dage, JL, Stomrud, E, Janelidze, S, Mattsson-Carlgren, N and Hansson, O
PMID: 34031605 ; 2021; Journal Nat Med; vol. 27; no. 6; pp. 1034-1042;

Random forest model for feature-based Alzheimer's disease conversion prediction from early mild cognitive impairment subjects
Velazquez, M and Lee, Y
PMCID:8084194 ; 2021; Journal PLoS One; vol. 16; no. 4; pp. e0244773;

Predicting Tau Accumulation in Cerebral Cortex with Multivariate MRI Morphometry Measurements, Sparse Coding, and Correntropy
Wu, J, Zhu, W, Su, Y, Gui, J, Lepore, N, Reiman, EM, Caselli, RJ, Thompson, PM, Chen, K and Wang, Y
PMCID:8710175 ; 2021; Journal Proc SPIE Int Soc Opt Eng; vol. 12088;

Empirically defining the preclinical stages of the Alzheimer's continuum in the Alzheimer's Disease Neuroimaging Initiative
Kiselica, AM and Alzheimers Dis Neuroimaging, I
2021; Journal Psychogeriatrics;

Sex influences the effects of APOE genotype and Alzheimer's diagnosis on neuropathology and memory
Duarte-Guterman, P, Albert, AY, Barha, CK, Galea, LAM and On Behalf Of The Alzheimer's Disease Neuroimaging, I
2021; Journal Psychoneuroendocrinology; vol. 129; pp. 105248;

Screening and predicting progression from high-risk mild cognitive impairment to Alzheimer's disease
Ge, XY, Cui, K, Liu, L, Qin, Y, Cui, J, Han, HJ, Luo, YH and Yu, HM
2021; Journal Scientific Reports; vol. 11; no. 1; pp. 10;

Classification of longitudinal brain networks with an application to understanding superior aging
Wang, L and Zhang, ZW
2021; Journal Stat; vol. 10; no. 1; pp. 11;

Bayesian inference and dynamic prediction of multivariate joint model with functional data: An application to Alzheimer's disease
Zou, H, Li, K, Zeng, D and Luo, S
2021; Journal Stat Med;

Longitudinal self-supervised learning
Zhao, Q, Liu, Z, Adeli, E and Pohl, KM
PMCID:8184636 ; 2021; Journal Med Image Anal; vol. 71; pp. 102051;