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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Ngā kaituhi matua:	Fangfang Zhou, Wanling Lin, Jiqin Yao, Xiaoxi Lu, Lifang Yu
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	Frontiers Media S.A. 2026-06-01
Rangatū:	Frontiers in Oncology
Ngā marau:	blood flow grading breast tumor machine learning model microvascular flow imaging (MV-Flow) vascular index
Urunga tuihono:	https://www.frontiersin.org/articles/10.3389/fonc.2026.1827050/full
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!