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4453 Total Publications

ℓ2, 1− ℓ1 regularized nonlinear multi-task representation learning based cognitive performance prediction of Alzheimer’s disease
P. Cao, X. Liu, J. Yang, D. Zhao, M. Huang and O. Zaiane
2018; Journal Pattern Recognition; vol. 79; pp. 195-215;
Staging of amyloid β, t-tau, regional atrophy rates, and cognitive change in a nondemented cohort: Results of serial mediation analyses
E. Fletcher, T. J. Filshtein, D. Harvey, A. Renaud, D. Mungas, C. DeCarli and A. s. D. N. Initiative
2018; Journal Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring;
ABNORMAL HOLE DETECTION IN BRAIN CONNECTIVITY BY KERNEL DENSITY OF PERSISTENCE DIAGRAM AND HODGE LAPLACIAN
Lee, H., Chung, M. K., Kang, H., Choi, H., Kim, Y. K. and Lee, D. S.
PMID: 30319734 ; PMCID:6181146 ; 2018; Journal Proc IEEE Int Symp Biomed Imaging; vol. 2018; pp. 20-23;
A Deep Learning Model to Predict a Diagnosis of Alzheimer Disease by Using (18)F-FDG PET of the Brain
Ding, Y., Sohn, J. H., Kawczynski, M. G., Trivedi, H., Harnish, R., Jenkins, N. W., Lituiev, D., Copeland, T. P., Aboian, M. S., Mari Aparici, C., Behr, S. C., Flavell, R. R., Huang, S. Y., Zalocusky, K. A., Nardo, L., Seo, Y., Hawkins, R. A., Hernandez Pampaloni, M., Hadley, D. and Franc, B. L.
PMID: 30398430 ; 2018; Journal Radiology; pp. 180958;
A structural equation model for imaging genetics using spatial transcriptomics
Huisman, S. M. H., Mahfouz, A., Batmanghelich, N. K., Lelieveldt, B. P. F. and Reinders, M. J. T.
PMID: 30390165 ; 2018; Journal Brain Inform; vol. 5; no. 2; pp. 13;
A ‘Comprehensive Visual Rating Scale’for predicting progression to dementia in patients with mild cognitive impairment
Jang, Jae-Won, Park, Jeong Hoon, Kim, Seongheon, Park, Young Ho, Pyun, Jung-Min, Lim, Jae-Sung, Kim, Youngho, Youn, Young Chul, Kim, SangYun and Initiative, Alzheimer’s Disease Neuroimaging
PMID: 30125290 ; 2018; Journal PloS one; vol. 13; no. 8; pp. e0201852;
Multimodal neuroimaging study of cerebrovascular disease, amyloid deposition, and neurodegeneration in Alzheimer's disease progression
Lao, Patrick J, Brickman, Adam M and Initiative, Alzheimer's Disease Neuroimaging
PMID: 30417071 ; 2018; Journal Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring;
Estimating and accounting for the effect of MRI scanner changes on longitudinal whole-brain volume change measurements
Lee, H., Nakamura, K., Narayanan, S., Brown, R. A. and Arnold, D. L.
PMID: 30253207 ; 2018; Journal Neuroimage; vol. 184; pp. 555-565;
Bayesian latent time joint mixed-effects model of progression in the Alzheimer's Disease Neuroimaging Initiative
Li, Dan, Iddi, Samuel, Thompson, Wesley K, Rafii, Michael S, Aisen, Paul S, Donohue, Michael C and Initiative, Alzheimer's Disease Neuroimaging
2018; Journal Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring; vol. 10; pp. 657-668;
Amyloid Load - a more sensitive biomarker for amyloid imaging
Whittington, A. and Gunn, R. N.
PMID: 30190305 ; 2018; Journal J Nucl Med;