FRAILTY AND CARDIOVASCULAR SURGERY, DEEP NEURAL NETWORK VERSUS SUPPORT VECTOR MACHINE TO PREDICT DEATH

Death after major cardiovascular procedures (MCVP) is common among older patients, yet current prediction models do not account for frailty. We compared two machine learning models (deep neural network [DNN] and support vector machine [SVM]), incorporating frailty, to predict death after MCVP. We