Predicting Acute Onset of Heart Failure Complicating Acute Coronary Syndrome: An Explainable Machine Learning Approach
Hao Ren, Yu Sun, Chenyu Xu, Ming Fang, Zhongzhi Xu, Fengshi Jing, Weilan Wang, Gary Tse, Qingpeng Zhang, Weibin Cheng, Wen Jin
Topics & Concepts
MedicineAcute coronary syndromeLogistic regressionInternal medicineHeart failurePredictive valueArea under the curveConfidence intervalMachine learningReceiver operating characteristicCardiologyIntensive care medicineMyocardial infarctionComputer scienceAcute Myocardial Infarction ResearchCardiovascular Function and Risk FactorsHeart Failure Treatment and Management