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Publications

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4453 Total Publications

Enhanced Data Representation by Kernel Metric Learning for Dementia Diagnosis
D. Cardenas-Pena, D. Collazos-Huertas and G. Castellanos-Dominguez
PMCID:5526982 ; 2017; Journal Front Neurosci; vol. 11; pp. 413; doi:10.3389/fnins.2017.00413

Optimizing Effect Sizes With Imaging Enrichment and Outcome Choices for Mild Alzheimer Disease Clinical Trials
T. S. Chang, E. Teng, D. Elashoff and J. D. Grill
PMCID:5116001 ; 2017; Journal Alzheimer Dis Assoc Disord; vol. 31; no. 1; pp. 19-26; doi:10.1097/wad.0000000000000150

Two distinct classes of degenerative change are independently linked to clinical progression in mild cognitive impairment
J. P. Coutu, E. R. Lindemer, E. Konukoglu, D. H. Salat and I. Alzheimer's Disease Neuroimaging
PMCID:5519085 ; 2017; Journal Neurobiol Aging; vol. 54; pp. 9-Jan; doi:10.1016/j.neurobiolaging.2017.02.005

Performance comparison of 10 different classification techniques in segmenting white matter hyperintensities in aging
M. Dadar, J. Maranzano, K. Misquitta, C. J. Anor, V. S. Fonov, M. C. Tartaglia, O. T. Carmichael, C. Decarli, D. L. Collins and I. Alzheimer's Disease Neuroimaging
2017; Journal Neuroimage; vol. 157; pp. 233-249; doi:10.1016/j.neuroimage.2017.06.009

A Set-Based Mixed Effect Model for Gene-Environment Interaction and Its Application to Neuroimaging Phenotypes
C. Wang, J. Sun, B. Guillaume, T. Ge, D. P. Hibar, C. M. T. Greenwood, A. Qiu and I. Alzheimer's Disease Neuroimaging
PMCID:5382297 ; 2017; Journal Front Neurosci; vol. 11; pp. 191; doi:10.3389/fnins.2017.00191

Self-reported traumatic brain injury and in vivo measure of AD-vulnerable cortical thickness and AD-related biomarkers in the ADNI cohort
M. L. Wang, X. E. Wei, M. M. Yu, P. Y. Li, W. B. Li and I. Alzheimer's Disease Neuroimaging
2017; Journal Neurosci Lett; vol. 655; pp. 115-120; doi:10.1016/j.neulet.2017.06.055

Multi-modal classification of neurodegenerative disease by progressive graph-based transductive learning
Z. Wang, X. Zhu, E. Adeli, Y. Zhu, F. Nie, B. Munsell, G. Wu, Adni and Ppmi
PMCID:5901767 ; 2017; Journal Med Image Anal; vol. 39; pp. 218-230; doi:10.1016/j.media.2017.05.003

Posterior atrophy predicts time to dementia in patients with amyloid-positive mild cognitive impairment
J. M. Pyun, Y. H. Park, H. R. Kim, J. Suh, M. J. Kang, B. J. Kim, Y. C. Youn, J. W. Jang, S. Kim and I. Alzheimer's Disease Neuroimaging
PMCID:5732486 ; 2017; Journal Alzheimers Res Ther; vol. 9; no. 1; pp. 99; doi:10.1186/s13195-017-0326-y

A Sequential Tree-based Classifier for Personalized Biomarker Testing of Alzheimer's Disease Risk
B. Si, I. Yakushev, J. Li and A. s. D. N. Initiative
2017; Journal IISE Transactions on Healthcare Systems Engineering; vol. 4; pp. 248-260; doi:10.1080/24725579.2017.1367979

APOE ε4 status is associated with white matter hyperintensities volume accumulation rate independent of AD diagnosis
C. H. Sudre, M. J. Cardoso, C. Frost, J. Barnes, Barkhof, Fox, Ourselin and A. s. D. N. Initiative
2017; Journal Neurobiology of aging; vol. 53; pp. 67-75; doi:10.1016/j.neurobiolaging.2017.01.014