A dual-branch deep learning network for circulating tumor cells classification

Abstract Background Circulating tumor cells (CTCs) in peripheral blood are crucial for prognosis, treatment response, disease monitoring, and personalized therapy. However, identifying CTCs remains challenging due to their scarcity and heterogeneity, even with advanced deep learning models. Methods...

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Dades bibliogràfiques

Autors principals:	Chao Han, Jiaquan Lin, Yanfang Liang, Cong Li, Danni Wang, Gonghua Huang, Ruoxi Hong, Jincheng Zeng
Format:	Artigo
Idioma:	Inglês
Publicat:	BMC 2025-09-01
Col·lecció:	Journal of Translational Medicine
Matèries:	Circulating tumor cells Deep learning Fluorescent image Feature fusion
Accés en línia:	https://doi.org/10.1186/s12967-025-07057-2
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