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Publications

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4453 Total Publications

A Sparse Structure Learning Algorithm for Gaussian Bayesian Network Identification from High-Dimensional Data
Huang, S, Li, J, Ye, JP, Fleisher, A, Chen, KW, Wu, T, Reiman, E and Alzheimers Dis Neuroimaging, I
2013; Journal Ieee Transactions on Pattern Analysis and Machine Intelligence; vol. 35; no. 6; pp. 1328-1342;

Combining patient-level and summary-level data for Alzheimer’s disease modeling and simulation: a β regression meta-analysis.
Rogers, J. A., Polhamus, D., Gillespie, W. R., Ito, K., Romero, K., Qiu, R., … Corrigan, B.
2012; Journal Journal of Pharmacokinetics and Pharmacodynamics; vol. 39; no. 5; pp. 479-98; doi:10.1007/s10928-012-9263-3

Predicting missing biomarker data in a longitudinal study of Alzheimer disease.
Lo, R. Y., & Jagust, W. J.
2012; Journal Neurology; vol. 78; no. 18; pp. 1376-82; doi:10.1212/WNL.0b013e318253d5b3

Discrimination of Alzheimer’s disease using hippocampus texture features from MRI.
Rajeesh, J.
2012; Journal Asian Biomed; vol. 6; no. 1; doi:10.5372/abm.v6i1.967

Increasing Power for Voxel-wise Genome-wide Association Studies: The Random Field Theory, Least Square Kernel Machines and Fast Permutation Procedures.
Ge, T., Feng, J., Hibar, D. P., Thompson, P. M., & Nichols, T. E.
2012; Journal Neuroimage; vol. 63; no. 2; pp. 858-873; doi:10.1016/j.neuroimage.2012.07.012

Biomarker discovery for sparse classification of brain images in Alzheimer’s disease.
Janousova, E., Vounou, M., Wolz, R., Gray, K. R., Rueckert, D., Montana, G., & Adni.
2012; Journal Annals of the BMVA; vol. 2012; no. 2; pp. 1-11;

Test-retest reliability of a new medial temporal atrophy morphological metric.
Duchesne, S., Valdivia, F., Mouiha, A., & Robitaille, N.
2012; Journal International Journal of Alzheimer's Disease; vol. 2012; pp. 979804; doi:10.1155/2012/979804

BEaST: Brain extraction based on nonlocal segmentation technique
Eskildsen, S. F., Coupé, P., Fonov, V., Manjón, J. V., Leung, K. K., Guizard, N., … Collins, D. L
2012; Journal Neuroimage; vol. 59; no. 3; pp. 2362-2373; doi:10.1016/j.neuroimage.2011.09.012

Functional brain image classification using association rules defined over discriminant regions.
Chaves, R., Ramírez, J., Górriz, J. M., & Illán, I. A.
2012; Journal Pattern Recognition Letters; vol. 33; no. 12; pp. 1666-1672; doi:10.1016/j.patrec.2012.04.011

Nonlinear time course of brain volume loss in cognitively normal and impaired elders
Schuff, N., Tosun, D., Insel, P. S., Chiang, G. C., Truran, D., Aisen, P. S., … Weiner, M. W.
PMID: 20855131 ; PMCID:3032014 ; 2012; Journal Neurobiology of Aging; vol. 33; no. 5; pp. 845-55; doi:10.1016/j.neurobiolaging.2010.07.012