VerFormer: Vertebrae-Aware Transformer for Automatic Spine Segmentation from CT Images

The accurate and efficient segmentation of the spine is important in the diagnosis and treatment of spine malfunctions and fractures. However, it is still challenging because of large inter-vertebra variations in shape and cross-image localization of the spine. In previous methods, convolutional neu...

Ausführliche Beschreibung

Bibliografische Detailangaben

Hauptverfasser:	Xinchen Li, Yuan Hong, Yang Xu, Mu Hu
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2024-08-01
Schriftenreihe:	Diagnostics
Schlagworte:	Vision Transformer spine CT segmentation attention mechanism
Online-Zugang:	https://www.mdpi.com/2075-4418/14/17/1859
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