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3393 Total Publications

Effect of data leakage in brain MRI classification using 2D convolutional neural networks
Yagis, E, Atnafu, SW, García Seco de Herrera, A, Marzi, C, Scheda, R, Giannelli, M, Tessa, C, Citi, L and Diciotti, S
PMCID:8604922 ; 2021; Journal Sci Rep; vol. 11; no. 1; pp. 22544;
Using normative modelling to detect disease progression in mild cognitive impairment and Alzheimer's disease in a cross-sectional multi-cohort study
Pinaya, WHL, Scarpazza, C, Garcia-Dias, R, Vieira, S, Baecker, L, da Costa, PF, Redolfi, A, Frisoni, GB, Pievani, M, Calhoun, VD, Sato, JR and Mechelli, A
2021; Journal Scientific Reports; vol. 11; no. 1; pp. 13;
Estimation of the mean function of functional data via deep neural networks
Wang, SY, Cao, GQ, Shang, ZF and Alzheimers Dis Neuroimaging, I
2021; Journal Stat; vol. 10; no. 1; pp. 13;
MULTIVARIATE SPLINE ESTIMATION AND INFERENCE FOR IMAGE-ON-SCALAR REGRESSION
Yu, S, Wang, GN, Wang, L and Yang, LJ
2021; Journal Statistica Sinica; vol. 31; no. 3; pp. 1463-1487;
Reproducible Evaluation of Diffusion MRI Features for Automatic Classification of Patients with Alzheimer's Disease
Wen, JH, Samper-Gonzalez, J, Bottani, S, Routier, A, Burgos, N, Jacquemont, T, Fontanella, S, Durrleman, S, Epelbaum, S, Bertrand, A, Colliot, O and Alzheimer's Dis Neuroimaging, I
2021; Journal Neuroinformatics; vol. 19; no. 1; pp. 57-78;
Gray Matter Deterioration Pattern During Alzheimer's Disease Progression: A Regions-of-Interest Based Surface Morphometry Study
Wu, ZX, Peng, Y, Hong, M and Zhang, YC
2021; Journal Frontiers in Aging Neuroscience; vol. 13;
Genome-wide association study of brain amyloid deposition as measured by Pittsburgh Compound-B (PiB)-PET imaging
Yan, Q, Nho, K, Del-Aguila, JL, Wang, X, Risacher, SL, Fan, KH, Snitz, BE, Aizenstein, HJ, Mathis, CA, Lopez, OL, Demirci, FY, Feingold, E, Klunk, WE, Saykin, AJ, Cruchaga, C and Kamboh, MI
2021; Journal Mol Psychiatry; vol. 26; no. 1; pp. 309-321;
An MRI-based strategy for differentiation of frontotemporal dementia and Alzheimer's disease
Yu, Q, Mai, Y, Ruan, Y, Luo, Y, Zhao, L, Fang, W, Cao, Z, Li, Y, Liao, W, Xiao, S, Mok, VCT, Shi, L and Liu, J
2021; Journal Alzheimers Res Ther; vol. 13; no. 1; pp. 23;
THAN: task-driven hierarchical attention network for the diagnosis of mild cognitive impairment and Alzheimer's disease
Zhang, ZH, Gao, LL, Jin, G, Guo, LJ, Yao, YD, Dong, L, Han, JM and Alzheimer's Disease NeuroImaging, I
2021; Journal Quantitative Imaging in Medicine and Surgery; vol. 11; no. 7; pp. 3338-3354;
Simultaneous brain structure segmentation in magnetic resonance images using deep convolutional neural networks
Maruyama, T, Hayashi, N, Sato, Y, Ogura, T, Uehara, M, Ogura, A, Watanabe, H, Kitoh, Y and Alzheimers Dis Neuroimaging, I
2021; Journal Radiological Physics and Technology; vol. 8;