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Updated: Apr 23, 2026

A Novel Application of Musculoskeletal Ultrasound Imaging
Published on: September 17, 2013
Artificial Intelligence in the Diagnosis and Prognostication of the Musculoskeletal Patient
Miguel M Girod1, Sami Saniei1, Marisa N Ulrich1,2
1Orthopedic Surgery Artificial Intelligence Laboratory, Department of Orthopedic Surgery, Mayo Clinic, Rochester, MN, USA.
Abstract:
As artificial intelligence (AI) advances in healthcare, encompassing robust applications for the diagnosis and prognostication of musculoskeletal diseases, clinicians must increasingly understand the implications of machine learning and deep learning in their practice. This review article explores computer vision algorithms and patient-specific, multimodal prediction models; provides a simple framework to guide discussion on the limitations of AI model development; and introduces the field of generative AI.
