Table 12 Examples of publications undertaking predictive modelling

Jensen et al. [77]

disease trajectories reconstructed from free text in the electronic health records, used to quantify risk of subsequent clinical events adjusted for confounding factors

Benevento et al. [78]

Machine learning predicting waiting time from parameters derived from de facto pathways

Zhang and Padman [79]

Prediction of disease progression in multimorbid patients with 75% accuracy

Huang et al. [80, 81]

Chen et al. [82]

Treatment pattern models trained for clinical outcome prediction using Topic Mining of derived

Li et al. [83]

Bayesian modelling approach to prediction of readmission