ADNI | Publications

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4453 Total Publications

Studying the Manifold Structure of Alzheimers Disease: A Deep Learning Approach Using Convolutional Autoencoders
Martinez-Murcia, FJ, Ortiz, A, Gorriz, JM, Ramirez, J and Castillo-Barnes, D
PMID: 31217131 ; 2020; Journal Ieee Journal of Biomedical and Health Informatics; vol. 24; no. 1; pp. 17-26;

Alzheimer's disease diagnosis from diffusion tensor images using convolutional neural networks
Marzban, EN, Eldeib, AM, Yassine, IA and Kadah, YM
PMCID:7092978 ; 2020; Journal PLoS One; vol. 15; no. 3; pp. e0230409;

Improved Risk Stratification for Progression from Mild Cognitive Impairment to Alzheimer's Disease with a Multi-Analytical Evaluation of Amyloid-β Positron Emission Tomography
Beyer, L, Brendel, M, Scheiwein, F, Sauerbeck, J, Hosakawa, C, Alberts, I, Shi, K, Bartenstein, P, Ishii, K, Seibyl, J, Cumming, P and Rominger, A
2020; Journal J Alzheimers Dis; vol. 74; no. 1; pp. 101-112;

Explainable Anatomical Shape Analysis through Deep Hierarchical Generative Models
Biffi, C, Doumou, G, Duan, J, Prasad, SK, Cook, SA, DP, OR, Rueckert, D, Cerrolaza, JJ, Tarroni, G, Bai, W, De Marvao, A, Oktay, O, Ledig, C, Le Folgoc, L and Kamnitsas, K
2020; Journal IEEE Trans Med Imaging;

Estimation of connectional brain templates using selective multi-view network normalization
Dhifallah, S, Rekik, I and Alzheimer's Dis, N
2020; Journal Medical Image Analysis; vol. 59;

Gaussian Graphical Models Reveal Inter-Modal and Inter-Regional Conditional Dependencies of Brain Alterations in Alzheimer's Disease
Dyrba, M, Mohammadi, R, Grothe, MJ, Kirste, T and Teipel, SJ
2020; Journal Frontiers in Aging Neuroscience; vol. 12; pp. 99;

Multi-class diagnosis of Alzheimer's disease using cascaded three dimensional-convolutional neural network
Raju, M, Gopi, VP, Anitha, VS and Wahid, KA
2020; Journal Physical and Engineering Sciences in Medicine; vol. 43; no. 4; pp. 1219-1228;

Association of amyloid-β CSF/PET discordance and tau load five years later
Reimand, J, Collij, L, Scheltens, P, Bouwman, F and Ossenkoppele, R
2020; Journal Neurology;

Prediction of Alzheimer's disease using blood gene expression data
Lee, T and Lee, H
PMCID:7044318 ; 2020; Journal Sci Rep; vol. 10; no. 1; pp. 3485;

Communicability distance reveals hidden patterns of Alzheimer's disease
Lella, E and Estrada, E
2020; Journal Network Neuroscience; vol. 4; no. 4; pp. 1007-1029;