Umud: Universal Muscle Ultrasound Database for Muscle Architecture

PaulRitsche developed the Universal Muscle Ultrasound Database (UMUD) to facilitate open science in the field of muscle architecture and ultrasound imaging. This repository, updated as recently as August 2025, serves as a specialized collection for sharing muscle-specific ultrasound data.

Use Cases

• Automated segmentation of muscle architecture features from ultrasound images
• Development of computer vision models for muscle tissue identification
• Benchmarking ultrasound image processing algorithms on muscle-specific data

Strengths

• GPL-3.0 license supports open science and redistribution
• Specific focus on muscle architecture imaging
• Updated in 2025

Limitations

• Unknown total record count and file size
• Lack of detailed column or metadata documentation in the primary source
• Specific muscle groups and demographic coverage are not specified

Provenance

Source

PaulRitsche (GitHub)

Freshness

Last updated August 2025.