Ajay M. Shah

Comprehensive benchmarking of machine learning methods for risk prediction modelling from large-scale survival data: a UK Biobank study

Predictive modelling is vital to guide the prevention of incident disease (e.g., risk-based initiation of preventive pharmacotherapies). Whilst large-scale prospective cohort studies and a diverse toolkit of available machine learning (ML) algorithms have facilitated such surviva...