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Publications

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3393 Total Publications

A Dynamic Interaction Semiparametric Function-on-Scalar Model
Liu, H, You, JH and Cao, JG
2021; Journal Journal of the American Statistical Association; vol. 14;

Identifying associations among genomic, proteomic and imaging biomarkers via adaptive sparse multi-view canonical correlation analysis
Du, L, Zhang, J, Liu, F, Wang, H, Guo, L, Han, J and Disease Neuroimaging Initiative, TA
2021; Journal Med Image Anal; vol. 70; pp. 102003;

Regional brain atrophy and cognitive decline depend on definition of subjective cognitive decline
Morrison, C, Dadar, M, Shafiee, N, Villeneuve, S and Collins, DL
2021; Journal NeuroImage: Clinical; vol. 102923;

Classification of Alzheimer's disease using ensemble of deep neural networks trained through transfer learning
Tanveer, M, Rashid, AH, Ganaie, M, Reza, M, Razzak, I and Hua, K-L
2021; Journal IEEE Journal of Biomedical and Health Informatics;

Imaging Genetics Study Based on a Temporal Group Sparse Regression and Additive Model for Biomarker Detection of Alzheimer's Disease
Huang, MY, Chen, XM, Yu, YW, Lai, HR and Feng, QJ
2021; Journal Ieee Transactions on Medical Imaging; vol. 40; no. 5; pp. 1461-1473;

Dynamic brain fluctuations outperform connectivity measures and mirror pathophysiological profiles across dementia subtypes: A multicenter study
Moguilner, S, Garcia, AM, Perl, YS, Tagliazucchi, E, Piguet, O, Kumfor, F, Reyes, P, Matallana, D, Sedeno, L and Ibanez, A
PMCID:7832160 ; 2021; Journal Neuroimage; vol. 225; pp. 117522;

White matter hyperintensities segmentation using the ensemble U-Net with multi-scale highlighting foregrounds
Park, G, Hong, J, Duffy, BA, Lee, J-M and Kim, H
2021; Journal NeuroImage; no. 118140;

Improving Sensitivity of Arterial Spin Labeling Perfusion MRI in Alzheimer's Disease Using Transfer Learning of Deep Learning-Based ASL Denoising
Zhang, L, Xie, DF, Li, YR, Camargo, A, Song, DH, Lu, T, Jeudy, J, Dreizin, D, Melhem, ER, Wang, Z and Alzheimer's Dis Neuroimaging, I
2021; Journal Journal of Magnetic Resonance Imaging; vol. 13;

SCEBE: an efficient and scalable algorithm for genome-wide association studies on longitudinal outcomes with mixed-effects modeling
Yuan, M, Xu, XS, Yang, YN, Zhou, YS, Li, Y, Xu, JF and Pinheiro, J
2021; Journal Briefings in Bioinformatics; vol. 22; no. 3; pp. 8;

Subtyping of mild cognitive impairment using a deep learning model based on brain atrophy patterns
Kwak, K, Giovanello, KS, Bozoki, A, Styner, M, Dayan, E and Alzheimer's Dis Neuroimaging, I
2021; Journal Cell Reports Medicine; vol. 2; no. 12; pp. 18;