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Publications

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3393 Total Publications

Landmark-based deep multi-instance learning for brain disease diagnosis
M. Liu, J. Zhang, E. Adeli and D. Shen
2017; Journal Med Image Anal; vol. 43; pp. 157-168; doi:10.1016/j.media.2017.10.005

Alteration of regional homogeneity and white matter hyperintensities in amnestic mild cognitive impairment subtypes are related to cognition and CSF biomarkers
X. Luo, Y. Jiaerken, P. Huang, X. J. Xu, T. Qiu, Y. Jia, Z. Shen, X. Guan, J. Zhou, M. Zhang and I. Alzheimer's Disease Neuroimaging
2017; Journal Brain Imaging Behav; vol. 12; no. 1; pp. 188-200; doi:10.1007/s11682-017-9680-4

The spatial statistics of structural magnetic resonance images: application to post-acquisition quality assessment of brain MRI images
M. E. Osadebey, M. Pedersen, D. L. Arnold, Wendel-Mitoraj and A. s. D. N. Initiative
2017; Journal The Imaging Science Journal; vol. 65; no. 8; pp. 468-483; doi:10.1080/13682199.2017.1369641

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