Muscle ultrasound as a promising tool: clinical applications and the emerging role of deep learning

Key Points

• The study aims to explore the clinical uses of muscle ultrasound and the impact of deep learning technologies in neurophysiology.
• Review of existing literature on muscle ultrasound applications.
• Analysis of deep learning algorithms in neurophysiological assessments.
• Discussion of potential integration of technologies in clinical settings.
• Identified various clinical applications of muscle ultrasound for diagnosing conditions.
• Highlighted the role of deep learning in enhancing diagnostic accuracy.
• Proposed future directions for research and clinical practice integration.