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Publications

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3740 Total Publications

Vector Auto-Regressive Deep Neural Network: A Data-Driven Deep Learning-Based Directed Functional Connectivity Estimation Toolbox
Okuno, T and Initiative, A
2021; Journal Frontiers in Neuroscience; vol. 15; pp. 21;

Signal and Texture Features from T2 Maps for the Prediction of Mild Cognitive Impairment to Alzheimer's Disease Progression
Trejo-Castro, AI, Caballero-Luna, RA, Garnica-López, JA, Vega-Lara, F and Martinez-Torteya, A
PMCID:8394497 ; 2021; Journal Healthcare (Basel); vol. 9; no. 8;

Brain graph synthesis by dual adversarial domain alignment and target graph prediction from a source graph
Bessadok, A, Mahjoub, MA and Rekik, I
2021; Journal Med Image Anal; vol. 68; pp. 101902;

Tetrahedral spectral feature-Based bayesian manifold learning for grey matter morphometry: Findings from the Alzheimer's disease neuroimaging initiative
Fan, Y, Wang, G, Dong, Q, Liu, Y, Leporé, N and Wang, Y
PMCID:8316398 ; 2021; Journal Med Image Anal; vol. 72; pp. 102123;

Multi-site MRI harmonization via attention-guided deep domain adaptation for brain disorder identification
Guan, H, Liu, Y, Yang, E, Yap, PT, Shen, D and Liu, M
PMCID:8184627 ; 2021; Journal Med Image Anal; vol. 71; pp. 102076;

Towards lower-dose PET using physics-based uncertainty-aware multimodal learning with robustness to out-of-distribution data
Sudarshan, VP, Upadhyay, U, Egan, GF, Chen, Z and Awate, SP
2021; Journal Med Image Anal; vol. 73; pp. 102187;

Cross-cohort generalizability of deep and conventional machine learning for MRI-based diagnosis and prediction of Alzheimer's disease
Bron, EE, Klein, S, Papma, JM, Jiskoot, LC, Venkatraghavan, V, Linders, J, Aalten, P, De Deyn, PP, Biessels, GJ, Claassen, J, Middelkoop, HAM, Smits, M, Niessen, WJ, van Swieten, JC, van der Flier, WM, Ramakers, I and van der Lugt, A
PMCID:8203808 ; 2021; Journal Neuroimage Clin; vol. 31; pp. 102712;

Temporal stability of the ventral attention network and general cognition along the Alzheimer's disease spectrum
Chumin, EJ, Risacher, SL, West, JD, Apostolova, LG, Farlow, MR, McDonald, BC, Wu, YC, Saykin, AJ and Sporns, O
PMCID:8220588 ; 2021; Journal Neuroimage Clin; vol. 31; pp. 102726;

Oh brother, where art tau? Amyloid, neurodegeneration, and cognitive decline without elevated tau
McCollum, LE, Das, SR, Xie, L, de Flores, R, Wang, J, Xie, SX, Wisse, LEM, Yushkevich, PA, Wolk, DA and Alzheimer's Disease Neuroimaging, I
PMCID:8207301 ; 2021; Journal Neuroimage Clin; vol. 31; pp. 102717;

Degenerative adversarial neuroimage nets for brain scan simulations: Application in ageing and dementia
Ravi, D, Blumberg, SB, Ingala, S, Barkhof, F, Alexander, DC, Oxtoby, NP and Alzheimer's Dis Neuroimaging, I
2021; Journal Medical Image Analysis; vol. 75; pp. 15;