Vertebra-Level Completeness Analysis in Thoracolumbar Ultrasound Using a YOLO-Based Detection Framework

Ultrasound enables radiation-free longitudinal monitoring of scoliosis, but rib shadowing and speckle noise often obscure vertebral structures. Current deep-learning methods present results in terms of localisation accuracy, without directly measuring anatomical completeness. We introduce a vertebra...

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Bibliografiska uppgifter

Huvudupphov:	Sumartini Dana, Chen Zhang, Yongping Zheng, Sai Ho Ling
Materialtyp:	Artigo
Språk:	Inglês
Utgiven:	MDPI AG 2026-03-01
Serie:	Sensors
Ämnen:	ultrasound scoliosis YOLO vertebra detection anatomical completeness vertebra presence matrix missing vertebrae
Länkar:	https://www.mdpi.com/1424-8220/26/7/2101
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