To provide a machine learning and/or artificial intelligence (ML/AI) method and system.SOLUTION: A method is provided. The method includes receiving, by an optimization engine, inputs from previous ablation procedures. The method also includes training, by the optimization engine, a machine learning algorithm of the optimization engine to learn scenarios for the previous ablation procedures. The method also includes generating, by the optimization engine, ablation indices for the scenarios.SELECTED DRAWING: Figure 1
APPARATUS FOR TREATING CARDIAC ARRHYTHMIAS UTILIZING MACHINE LEARNING ALGORITHM TO OPTIMIZE ABLATION INDEX CALCULATION