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Data annotation and its evaluation in artificial intelligence-based anatomy recognition for ultrasound-guided

Bernard V Delvaux1, Yoann Elmaleh1, Alwin Chuan2

  • 1Department of Anaesthesiology and Perioperative Medicine, Ramsay Santé, Private Hospital Claude Galien, Quincy-Sous-Sénart, France.

Frontiers in Medicine
|June 15, 2026
PubMed
Abstract

No abstract available in PubMed .

Keywords:
annotationartificial intelligencedata qualityevaluationsegmentationultra-sound guided regional anesthesia

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Ultrasonography01:17

Ultrasonography

Ultrasonography is an imaging technique that uses high-frequency sound waves to visualize the body's internal structures. It is a non-invasive and safe procedure that does not involve the use of ionizing radiation, making it widely used in various medical fields. Ultrasonography is used to study heart function, blood flow in the neck or extremities, certain conditions such as gallbladder disease, and fetal growth and development.
During an ultrasonography procedure, a handheld device called a...