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4453 Total Publications

Deep ensemble learning of sparse regression models for brain disease diagnosis
H. I. Suk, S. W. Lee, D. Shen and I. Alzheimer's Disease Neuroimaging
PMCID:5808465 ; 2017; Journal Med Image Anal; vol. 37; pp. 101-113; doi:10.1016/j.media.2017.01.008
Ventricular and Periventricular Anomalies in the Aging and Cognitively Impaired Brain
K. L. Todd, T. Brighton, E. S. Norton, S. Schick, W. Elkins, O. Pletnikova, R. H. Fortinsky, J. C. Troncoso, P. J. Molfese, S. M. Resnick, J. C. Conover and I. Alzheimer's Disease Neuroimaging
PMCID:5771258 ; 2017; Journal Front Aging Neurosci; vol. 9; pp. 445; doi:10.3389/fnagi.2017.00445
Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squares
J. Ramirez, J. M. Gorriz, A. Ortiz, F. J. Martinez-Murcia, F. Segovia, D. Salas-Gonzalez, D. Castillo-Barnes, I. A. Illan, C. G. Puntonet and I. Alzheimer's Disease Neuroimaging
2017; Journal J Neurosci Methods; vol. 302; pp. 47-57; doi:10.1016/j.jneumeth.2017.12.005
Application of concordance probability estimate to predict conversion from mild cognitive impairment to Alzheimer's disease
X. Han, Y. Zhang, Y. Shao and A. s. D. N. Initiative
2017; Journal Biostatistics & Epidemiology; vol. 1; no. 1; pp. 105-118; doi:10.1080/24709360.2017.1342187
Altered functional brain networks in amnestic mild cognitive impairment: a resting-state fMRI study
S. Cai, T. Chong, Y. Peng, W. Shen, J. Li, K. M. von Deneen and L. Huang
2017; Journal Brain Imaging Behav; vol. 11; no. 3; pp. 619-631; doi:10.1007/s11682-016-9539-0
Sparse shared structure based multi-task learning for MRI based Cognitive Performance prediction of Alzheimer’s disease
P. Cao, X. Shan, D. Zhao, M. Huang and O. Zaiane
2017; Journal Pattern Recognition; vol. 72; pp. 219-235; doi:10.1016/j.patcog.2017.07.018
Temporal association patterns and dynamics of amyloid-beta and tau in Alzheimer's disease
A. K. Ower, C. Hadjichrysanthou, L. Gras, J. Goudsmit, R. M. Anderson, F. de Wolf and I. Alzheimer's Disease Neuroimaging
2017; Journal Eur J Epidemiol; pp. 10-Jan; doi:10.1007/s10654-017-0326-z