Martijn J. Schuemie

Design and implementation of a standardized framework to generate and evaluate patient-level prediction models using observational healthcare data

2018 · 229 Zit. · Journal of the American Medical Informatics Association

PheValuator 2.0: Methodological improvements for the PheValuator approach to semi-automated phenotype algorithm evaluation

2022 · 19 Zit. · Journal of Biomedical Informatics

An empirical analysis of dealing with patients who are lost to follow-up when developing prognostic models using a cohort design

2021 · 16 Zit. · BMC Medical Informatics and Decision Making

Learning patient-level prediction models across multiple healthcare databases: evaluation of ensembles for increasing model transportability

2022 · 15 Zit. · BMC Medical Informatics and Decision Making

Standardized patient profile review using large language models for case adjudication in observational research

2025 · 6 Zit. · npj Digital Medicine

Transfer-learning on federated observational healthcare data for prediction models using Bayesian sparse logistic regression with informed priors

2025 · 0 Zit. · Journal of the American Medical Informatics Association