E. Varol

Latest

• Generative discriminative models for multivariate inference and statistical mapping in medical imaging
• MIDAS: Regionally linear multivariate discriminative statistical mapping
• Regionally discriminative multivariate statistical mapping
• Semi-supervised machine learning reveals 3 patterns of cognitive impairment in depressed youth
• Brain mapping through regional multivariate pattern analysis and discriminative adaptive smoothing
• HYDRA: Revealing heterogeneity of imaging and genetic patterns through a multiple max-margin discriminative analysis framework
• Heterogeneity of neuroanatomical patterns in prodromal Alzheimer's disease: links to cognition, progression and biomarkers
• Structured Outlier Detection in Neuroimaging Studies with Minimal Convex Polytopes
• Crowdsourced estimation of cognitive decline and resilience in Alzheimer's disease
• Machine learning as a means toward precision diagnostics and prognostics
• Disentangling disease heterogeneity with max-margin multiple hyperplane classifier