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High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer's Disease Progression Prediction.

, , , , , , , and . NIPS, page 1286-1294. (2012)

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Joint identification of imaging and proteomics biomarkers of Alzheimer's disease using network-guided sparse learning., , , , , and . ISBI, page 665-668. IEEE, (2014)Unified representation of tractography and diffusion-weighted MRI data using sparse multidimensional arrays., , , and . NIPS, page 4340-4351. (2017)Multimodal Neuroimaging Predictors for Cognitive Performance Using Structured Sparse Learning., , , , , , , , , and . MBIA, volume 7509 of Lecture Notes in Computer Science, page 1-17. Springer, (2012)A Graph-Based Integration of Multimodal Brain Imaging Data for the Detection of Early Mild Cognitive Impairment (E-MCI)., , , , , , , and . MBIA, volume 8159 of Lecture Notes in Computer Science, page 159-169. Springer, (2013)Accelerating Sparse Canonical Correlation Analysis for Large Brain Imaging Genetics Data., , , , , and . XSEDE, page 4:1-4:7. ACM, (2014)Two-dimensional enrichment analysis for mining high-level imaging genetic associations., , , , , , , , and . Brain Informatics, 4 (1): 27-37 (2017)Integrative-omics for discovery of network-level disease biomarkers: a case study in Alzheimer's disease., , , , , , , and . Briefings Bioinform., (2021)Sparse Bayesian Learning for Identifying Imaging Biomarkers in AD Prediction., , , , , , and . MICCAI (3), volume 6363 of Lecture Notes in Computer Science, page 611-618. Springer, (2010)Exploring Interestingness in a Computational Evolution System for the Genome-Wide Genetic Analysis of Alzheimer's Disease., , , and . GPTP, page 31-45. Springer, (2013)Building a surface atlas of hippocampal subfields from MRI scans using FreeSurfer, FIRST and SPHARM., , , , , , and . MWSCAS, page 813-816. IEEE, (2014)