Electrocardiogram-based artificial intelligence for the diagnosis of heart failure: a systematic review and meta-analysis.

According to the available evidence, the incorporation of AI can aid the diagnosis of HF. However, there is heterogeneity among machine learning algorithms and improvements are required in terms of quality and study design.