A Machine Learning Approach to Management of Heart Failure Populations
Linyuan Jing, Alvaro Ulloa, Christopher W. Good, Nathan M Sauers, Gargi Schneider, Dustin N. Hartzel, Joseph B. Leader, H. Lester Kirchner, Yirui Hu, David Riviello, Joshua V. Stough, Seth Gazes, Allyson Haggerty, Sushravya Raghunath, Brendan Carry, Christopher M. Haggerty, Brandon K. Fornwalt
Topics & Concepts
MedicineHeart failureEjection fractionReceiver operating characteristicPopulationMachine learningInternal medicineLogistic regressionAngiotensin receptorEmergency medicineCardiologyIntensive care medicineBlood pressureAngiotensin IIComputer scienceEnvironmental healthHeart Failure Treatment and ManagementMachine Learning in HealthcareCardiac pacing and defibrillation studies