ADNI | Publications

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3740 Total Publications

Identifying the best data-driven feature selection method for boosting reproducibility in classification tasks
Georges, N, Mhiri, I, Rekik, I and Alzheimers Dis Neuroimaging, I
2020; Journal Pattern Recognition; vol. 101;

Association of common genetic variants with brain microbleeds: A genome-wide association study
Knol, MJ, Lu, D, Traylor, M, Adams, HHH, Romero, JRJ, Smith, AV, Fornage, M, Hofer, E, Liu, J, Hostettler, IC, Luciano, M, Trompet, S, Giese, AK, Hilal, S, van den Akker, EB, Vojinovic, D, Li, S, Sigurdsson, S, van der Lee, SJ, Jack, CR, Jr., Wilson, D, Yilmaz, P, Satizabal, CL, Liewald, DCM, van der Grond, J, Chen, C, Saba, Y, van der Lugt, A, Bastin, ME, Windham, BG, Cheng, CY, Pirpamer, L, Kantarci, K, Himali, JJ, Yang, Q, Morris, Z, Beiser, AS, Tozer, DJ, Vernooij, MW, Amin, N, Beekman, M, Koh, JY, Stott, DJ, Houlden, H, Schmidt, R, Gottesman, RF, MacKinnon, AD, DeCarli, C, Gudnason, V, Deary, IJ, van Duijn, CM, Slagboom, PE, Wong, TY, Rost, NS, Jukema, JW, Mosley, TH, Werring, DJ, Schmidt, H, Wardlaw, JM, Ikram, MA, Seshadri, S, Launer, LJ and Markus, HS
2020; Journal Neurology; vol. 95; no. 24; pp. e3331-e3343;

Exploring a Cost-Efficient Model for Predicting Cerebral Aβ Burden Using MRI and Neuropsychological Markers in the ADNI-2 Cohort
Ko, H, Park, S, Kwak, S, Ihm, J and For The Adni Research, G
PMCID:7712671 ; 2020; Journal J Pers Med; vol. 10; no. 4;

Select Atrophied Regions in Alzheimer disease (SARA): An improved volumetric model for identifying Alzheimer disease dementia
Koenig, LN, Day, GS, Salter, A, Keefe, S, Marple, LM, Long, J, LaMontagne, P, Massoumazada, P, Snider, BJ, Kanthamneni, M, Raji, CA, Ghoshal, N, Gordon, BA, Miller-Thomas, M, Morris, JC, Shimony, JS and Benzinger, TLS
PMCID:7182765 ; 2020; Journal Neuroimage Clin; vol. 26; pp. 102248;

MALINI (Machine Learning in NeuroImaging): A MATLAB toolbox for aiding clinical diagnostics using resting-state fMRI data
Lanka, P, Rangaprakash, D, Gotoor, SSR, Dretsch, MN, Katz, JS, Denney, TS, Jr. and Deshpande, G
PMCID:7025186 ; 2020; Journal Data Brief; vol. 29; pp. 105213;

Diagnosis of early Alzheimer's disease based on dynamic high order networks
Lei, B, Yu, S, Zhao, X, Frangi, AF, Tan, EL, Elazab, A, Wang, T and Wang, S
2020; Journal Brain Imaging Behav;

Adaptive Sparse Learning using Multi-template for Neurodegenerative Disease Diagnosis
Lei, B, Zhao, Y, Huang, Z, Hao, X, Zhou, F, Elazab, A, Qin, J and Lei, H
2020; Journal Medical Image Analysis; pp. 101632;

Classification of Mild Cognitive Impairment Based on a Combined High-Order Network and Graph Convolutional Network
Song, X, Elazab, A and Zhang, Y
2020; Journal IEEE Access; vol. 8; pp. 42816-42827;

Optimal Sparse Linear Prediction for Block-missing Multi-modality Data Without Imputation
Yu, G, Li, QF, Shen, DG and Liu, YF
2020; Journal Journal of the American Statistical Association; vol. 115; no. 531; pp. 1406-1419;

APOE ε4/ε4 homozygotes with early Alzheimer's disease show accelerated hippocampal atrophy and cortical thinning that correlates with cognitive decline
Abushakra, S, Porsteinsson, AP, Sabbagh, M, Bracoud, L, Schaerer, J, Power, A, Hey, JA, Scott, D, Suhy, J and Tolar, M
PMCID:7716452 ; 2020; Journal Alzheimers Dement (N Y); vol. 6; no. 1; pp. e12117;