Advancements in Circulating Tumor Cell Detection for Early Cancer Diagnosis: An Integration of Machine Learning Algorithms with Microfluidic Technologies

Advancements in Circulating Tumor Cell Detection for Early Cancer Diagnosis: An Integration of Machine Learning Algorithms with Microfluidic Technologies

Circulating tumor cells (CTCs) are vital indicators of metastasis and provide a non-invasive method for early cancer diagnosis, prognosis, and therapeutic monitoring. However, their low prevalence and heterogeneity in the bloodstream pose significant challenges for detection. Microfluidic systems, o...

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Bibliographic Details
Main Authors: Ling An, Yi Liu, Yaling Liu
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Biosensors
Subjects:
circulating tumor cells (CTCs)
microfluidic systems
machine learning algorithms
early cancer diagnosis
Online Access:https://www.mdpi.com/2079-6374/15/4/220
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