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. Author manuscript; available in PMC: 2023 Jan 1.
Published in final edited form as: Circ Heart Fail. 2021 Dec 24;15(1):e008711. doi: 10.1161/CIRCHEARTFAILURE.121.008711

Figure 3. Predictive Performance of Machine Learning Models in the Validation Cohort.

Figure 3.

(A) ROC curve demonstrating AUC of machine learning (B-LR, linear SVM, GBDT, NN, and RF) and regression-based (I-CARS and I-TOPS) risk prediction models (B) Cumulative Incidence of LVAD Explant for Myocardial Recovery in Patients who were predicted or NOT predicted to recover by B-LR machine learning algorithm