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Publications

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2110 Total Publications

Deep Learning Based Imaging Data Completion for Improved Brain Disease Diagnosis
Li, R., Zhang, W., Suk, H.-I., Wang, L., Li, J., Shen, D., & Ji, S.
PMID: 25320813 ; PMCID:4464771 ; 2014; Journal Medical Image Computing and Computer-Assisted Intervention; vol. 17; no. 3; pp. 305-12; doi:10.1007/978-3-319-10443-0
Functional Mixed Effects Models for Candidate Genetic Mapping in Imaging Genetic Studies
Lin, J.-A., Zhu, H., Mihye, A., Sun, W., & Ibrahim, J. G.
PMID: 25270690 ; PMCID:4187257 ; 2014; Journal Genetics Epidemiology; vol. 38; no. 8; pp. 680-91; doi:10.1002/gepi.21854
Genetic Interactions Found Between Calcium Channel Genes Modulate Amyloid Load Measured by Positron Emission Tomography
Koran, M. E. I., Hohman, T. J., & Thornton-Wells, T. a.
PMID: 24026422 ; PMCID:4045094 ; 2014; Journal Human Genetics; vol. 133; pp. 85-93; doi:10.1007/s00439-013-1354-8
Qualification of a Surrogate Matrix-Based Absolute Quantification Method for Amyloid-β42 in Human Cerebrospinal Fluid Using 2D UPLC-Tandem Mass Spectrometry
Korecka M1, Waligorska T1, Figurski M1, Toledo JB2, Arnold SE3, Grossman M4, Trojanowski JQ2, Shaw LM2
PMID: 24625802 ; PMCID:4159707 ; 2014; Journal J Alzheimers Disease; vol. 41; no. 2; pp. 441-51; doi:10.3233/JAD-132489
Manifold population modeling as a neuro-imaging biomarker: Application to ADNI and ADNI-GO
Guerrero, R., Wolz, R., Rao, a W., & Rueckert, D.
PMID: 24657351 ; 2014; Journal Neuroimage; vol. 94; pp. 275-86; doi:10.1016/j.neuroimage.2014.03.036
Influence of Magnetic Field Strength and Image Registration Strategy on Voxel-based Morphometry in a Study of Alzheimer’s Disease
Marchewka, A., Kherif, F., Krueger, G., Grabowska, A., Frackowiak, R., & Draganski, B.
PMID: 23723177 ; 2014; Journal Human Brain Mapping; vol. 35; no. 5; pp. 1865-74; doi:10.1002/hbm.22297
Genetic Predisposition to Increased Blood Cholesterol and Triglyceride Lipid Levels and Risk of Alzheimer Disease: A Mendelian Randomization Analysis.
Proitsi, P., Lupton, M. K., Velayudhan, L., Newhouse, S., Fogh, I., Tsolaki, M., … Powell, J. F.
2014; Journal PLoS Medicine; vol. 11; no. 9; pp. e1001713; doi:10.1371/journal.pmed.1001713
Projecting MRI brain images for the detection of Alzheimer’s Disease.
Martínez-Murcia, F. J., Górriz, J. M., Ramírez, J., Alvarez Illán, I., Salas-González, D., & Segovia, F.
2014; Journal Studies in Health Technology and Informatics; vol. 207; pp. 225-33;
Bayesian Generalized Low Rank Regression Models for Neuroimaging Phenotypes and Genetic Markers
Zhu, H., Khondker, Z., Lu, Z., & Ibrahim, J. G.
PMID: 25349462 ; PMCID:4208701 ; 2014; Journal Journal of the American Statistical Association; vol. 109; no. 507; pp. 997-990; doi:10.1080/01621459.2014.923775
Multi-modality Canonical Feature Selection for Alzheimer’s Disease Diagnosis
Zhu, X., Suk, H.-I., & Shen, D.
PMID: 25485375 ; PMCID:4465097 ; 2014; Journal Medical Image Computing and Computer-Assisted Intervention; vol. 17; no. 2; pp. 162-9; doi:10.1007/978-3-319-10470-6_21