2 papers
stat.ME2026
A Statistical Framework for Data-Driven Discovery of Differential Performance in Clinical Risk Prediction Models
Aidan Neher, Julian Wolfson
Predictive models employing artificial intelligence (AI) and machine learning (ML) are increasingly being used for decision support in healthcare settings. These models may exhibit…
stat.ME2025
A Bayesian Integrative Mixed Modeling Framework for Analysis of the Adolescent Brain and Cognitive Development Study
Aidan Neher, Apostolos Stamenos, Mark Fiecas +2
Integrating high-dimensional, heterogeneous data from multi-site cohort studies with complex hierarchical structures poses significant feature selection and prediction challenges.…