Fig. 7: Role of AI in enhancing CMR imaging for CHD.

a Highlights clinical enhancements enabled by AI, including improved segmentation accuracy, optimized image acquisition, standardized diagnostics, and reduced inter-observer variability, which together improve the consistency and accuracy of CMR imaging in CHD diagnosis. b Lists key limitations associated with implementing AI-enhanced CMR imaging in SSA. c Illustrates the central role of AI in transforming CHD diagnosis through its integration with CMR imaging. d Lists future potential applications of incorporating AI in CMR systems. e Outlines strategies for scalable implementation of AI-enhanced CMR imaging in low- and middle-income countries87.