A New Method for CTC Images Recognition Based on Machine Learning

A New Method for CTC Images Recognition Based on Machine Learning

Circulating tumor cells (CTCs) derived from primary tumors and/or metastatic tumors are markers for tumor prognosis, and can also be used to monitor therapeutic efficacy and tumor recurrence. Circulating tumor cells enrichment and screening can be automated, but the final counting of CTCs currently...

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Bibliographic Details
Main Authors: Binsheng He, Qingqing Lu, Jidong Lang, Hai Yu, Chao Peng, Pingping Bing, Shijun Li, Qiliang Zhou, Yuebin Liang, Geng Tian
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-08-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
circulating tumor cells (CTCs)
imFISH
machine learning
image segmentation
CNN network
Online Access:https://www.frontiersin.org/article/10.3389/fbioe.2020.00897/full

Internet

https://www.frontiersin.org/article/10.3389/fbioe.2020.00897/full

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