External validation of clinical prediction models using big datasets from e-health records or IPD meta-analysis: opportunities and challenges 论文

2016BMJ引用 550
Machine Learning in HealthcareMeta-analysis and systematic reviewsBlood Pressure and Hypertension Studies

摘要

Access to big datasets from e-health records and individual participant data (IPD) meta-analysis is signalling a new advent of external validation studies for clinical prediction models. In this article, the authors illustrate novel opportunities for external validation in big, combined datasets, while drawing attention to methodological challenges and reporting issues.