Enhanced differentiation of breast lesions through integration of microvascular flow imaging and machine learning algorithms

IntroductionBreast cancer diagnosis relies on imaging, yet conventional Doppler ultrasound possesses limitations in visualizing tumor microvasculature. This study aimed to compare Microvascular Flow imaging (MV-Flow) with Color Doppler Flow Imaging (CDFI) and evaluate a machine learning (ML) framewo...

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Xehetasun bibliografikoak

Egile Nagusiak:	Fangfang Zhou, Wanling Lin, Jiqin Yao, Xiaoxi Lu, Lifang Yu
Formatua:	Artigo
Hizkuntza:	Inglês
Argitaratua:	Frontiers Media S.A. 2026-06-01
Saila:	Frontiers in Oncology
Gaiak:	blood flow grading breast tumor machine learning model microvascular flow imaging (MV-Flow) vascular index
Sarrera elektronikoa:	https://www.frontiersin.org/articles/10.3389/fonc.2026.1827050/full
Etiketak:	Etiketa erantsi Etiketarik gabe, Izan zaitez lehena erregistro honi etiketa jartzen!