Table 7 Comparative Analysis of Diagnostic Performance Metrics between T2-Weighted and FLAIR MRI Image-Based AI Models for MS Detection, highlighting that the FLAIR model achieves higher accuracy, precision, and F1 score, albeit with a larger feature size and longer CPU time, utilizing the RF classifier.

From: AI-based model for automatic identification of multiple sclerosis based on enhanced sea-horse optimizer and MRI scans