Machine and deep learning models for ligament injury recognition: a systematic review and meta-analysis of imaging and novel diagnostic techniques

ML and DL models demonstrate high diagnostic accuracy in detecting ligament injuries. Their strong performance supports ongoing integration into clinical practice, offering valuable support for musculoskeletal specialists in image interpretation and diagnosis.