Deep learning-assisted diagnosis of benign and malignant parotid tumors based on ultrasound: a retrospective study

Abstract Background To develop a deep learning(DL) model utilizing ultrasound images, and evaluate its efficacy in distinguishing between benign and malignant parotid tumors (PTs), as well as its practicality in assisting clinicians with accurate diagnosis. Methods A total of 2211 ultrasound images...

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Autori principali:	Tian Jiang, Chen Chen, Yahan Zhou, Shenzhou Cai, Yuqi Yan, Lin Sui, Min Lai, Mei Song, Xi Zhu, Qianmeng Pan, Hui Wang, Xiayi Chen, Kai Wang, Jing Xiong, Liyu Chen, Dong Xu
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	BMC 2024-04-01
Serie:	BMC Cancer
Soggetti:	Deep learning Parotid tumor Ultrasound Model-assisted
Accesso online:	https://doi.org/10.1186/s12885-024-12277-8
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