Predicting Outcomes Following Lower Extremity Endovascular Revascularization Using Machine Learning.
Ben LiBadr AljabriRaj VermaDerek BeatonMohamad A HussainDouglas S LeeDuminda Nalaka WijeysunderaCharles de MestralMuhammad M MamdaniMohammed Al-OmranPublished in: Journal of the American Heart Association (2024)
Our machine learning models accurately predict 30-day outcomes following lower extremity endovascular revascularization using preoperative data with good discrimination and calibration. Prospective validation is warranted to assess for generalizability and external validity.