Machine Learning Identification of Modifiable Predictors of Patient Outcomes After Transcatheter Aortic Valve Replacement
Transcatheter aortic valve replacement (TAVR) is an important treatment option for patients with severe symptomatic aortic stenosis. It is important to identify predictors of excellent outcomes (good clinical outcomes, more time spent at home) after TAVR that are potentially amenable to improvement.
Cardiovascular Revascularization Medicine
Incremental costs of new permanent pacemaker implantation (PPMI) after transcatheter aortic valve replacement (TAVR).
Parsimonious machine learning models to predict resource use in cardiac surgery across a statewide collaborative
Contributing member Rakan Khaki, MPH, Biome’s COO, sought to develop parsimonious machine learning models to predict resource utilization and clinical outcomes following cardiac operations using only preoperative factors.