DUAL ANTIPLATELET THERAPY AND TIME BASED RISK PREDICTION
Abstract:
Systems, apparatuses and methods may provide technology that automatically converts, by a machine learning model, a Shapley plot into a hazard ratio plot. The technology may also identify a set of preoperative baseline characteristics associated with a procedure on a pooled patient population, determine, by a machine learning model, a set of health failure probabilities for a target patient based on the set of preoperative baseline characteristic and a set of preoperative target characteristics, wherein the set of preoperative target characteristics correspond to the target client, and pair, by the machine learning model, each probability in the set of health failure probabilities with a postoperative dual antiplatelet therapy (DAPT) duration for the target patient.
Information query
Patent Agency Ranking
0/0