Fig. 1From: A scoping methodological review of simulation studies comparing statistical and machine learning approaches to risk prediction for time-to-event dataTaxonomy of methods for prognostic modelling as defined in this review, adapted from the taxonomy in Wang et al. [11]. Methods were categorised as statistical (a), machine learning (b), or hybrid methods (c) and highlighted in bold if included in articles in this reviewBack to article page