Table 1.
Structured data vectors utilized in machine learning algorithms.
Fig 1.
Overview of computational method.
Table 2.
Baseline patient characteristics.
All values were obtained prior to CRT implant.
Fig 2.
Precision-recall curve and ROC curve of the final model.
Table 3.
Examples of bigrams extracted from clinical notes, listed in order of relative importance ranked by local mutual information.
Fig 3.
Illustration of envisioned clinical utilization of machine learning prediction.