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stat.ML2026
Copula Adapted Directed Acyclic Graph for Cluster Representation of Biomedical Data
Heranga K. Rathnasekara, Norou Diawara, Manar D. Samad
Diagnostic errors and mislabeling are common in biomedicine, which compromise the reliability of predictive models and data-driven outcomes. Stratifying unlabeled biomedical data b…
stat.CO2026
Vine Copulas for Analyzing Multivariate Conditional Dependencies in Electronic Health Records Data
Manar D. Samad, Yina Hou, Megan A. Witherow +1
Electronic health records (EHR) store hundreds of demographic and laboratory variables from large patient populations. Traditional statistical methods have limited capacity in proc…