ADNI | Publications

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4453 Total Publications

Optimal Minimax Variable Selection for Large-Scale Matrix Linear Regression Model
Hao, M, Qu, L, Kong, D, Sun, L and Zhu, H
2021; Journal Journal of Machine Learning Research; vol. 22; no. 147; pp. Jan-39;

DeepDicomSort: An Automatic Sorting Algorithm for Brain Magnetic Resonance Imaging Data
van der Voort, SR, Smits, M and Klein, S
2021; Journal Neuroinformatics; vol. 19; no. 1; pp. 159-184;

Neuroinflammation modulates the association of PGRN with cerebral amyloid-β burden
Xu, W, Tan, C-C, Cao, X-P, Tan, L and Initiative, AsDN
2021; Journal Neurobiology of Aging;

Combining Residual Attention Mechanisms and Generative Adversarial Networks for Hippocampus Segmentation
Deng, HX, Zhang, YF, Li, R, Hu, CX, Feng, ZJ and Li, HF
2021; Journal Tsinghua Science and Technology; vol. 27; no. 1; pp. 68-78;

Hippocampal subfield volumes across the healthy lifespan and the effects of MR sequence on estimates
Bussy, A, Plitman, E, Patel, R, Tullo, S, Salaciak, A, Bedford, SA, Farzin, S, Béland, ML, Valiquette, V, Kazazian, C, Tardif, CL, Devenyi, GA and Chakravarty, MM
2021; Journal Neuroimage; vol. 233; pp. 117931;

Validation of FDG-PET datasets of normal controls for the extraction of SPM-based brain metabolism maps
Caminiti, SP, Sala, A, Presotto, L, Chincarini, A, Sestini, S, Perani, D, Alzheimer's Dis Neuroimaging, I, Associazione Italiana Medicina, N and collab, ANS-G
2021; Journal European Journal of Nuclear Medicine and Molecular Imaging;

Learning Common Harmonic Waves on Stiefel Manifold - A New Mathematical Approach for Brain Network Analyses
Chen, JZ, Han, GQ, Cai, HM, Yang, DF, Laurienti, PJ, Styner, M and Wu, GR
2021; Journal Ieee Transactions on Medical Imaging; vol. 40; no. 1; pp. 419-430;

Group penalized quantile regression
Ouhourane, M, Yang, Y, Benedet, AL and Oualkacha, K
2021; Journal Statistical Methods and Applications; vol. 35;

Using imputation to provide harmonized longitudinal measures of cognition across AIBL and ADNI
Shishegar, R, Cox, T, Rolls, D, Bourgeat, P, Doré, V, Lamb, F, Robertson, J, Laws, SM, Porter, T, Fripp, J, Tosun, D, Maruff, P, Savage, G, Rowe, CC, Masters, CL, Weiner, MW, Villemagne, VL and Burnham, SC
PMCID:8664816 ; 2021; Journal Sci Rep; vol. 11; no. 1; pp. 23788;

DEMNET: A Deep Learning Model for Early Diagnosis of Alzheimer Diseases and Dementia From MR Images
Murugan, S, Venkatesan, C, Sumithra, M, Gao, X-Z, Elakkiya, B, Akila, M and Manoharan, S
2021; Journal IEEE Access; vol. 9; pp. 90319-90329;