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Areas under the ROC (a) and PR (b) curves comparing the best ML model with existing prediction scores for CTO-PCI failure. Abbreviations: CTO, chronic total occlusion; ML, machine learning; PCI, percutaneous coronary intervention; PR, precision/recall; ROC, receiver operating characteristics; XGBoost, extreme gradient boosting.
