Label-free tumor cells classification using deep learning and high-content imaging

Abstract Many studies have shown that cellular morphology can be used to distinguish spiked-in tumor cells in blood sample background. However, most validation experiments included only homogeneous cell lines and inadequately captured the broad morphological heterogeneity of cancer cells. Furthermor...

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Bibliographic Details
Main Authors: Chawan Piansaddhayanon, Chonnuttida Koracharkornradt, Napat Laosaengpha, Qingyi Tao, Praewphan Ingrungruanglert, Nipan Israsena, Ekapol Chuangsuwanich, Sira Sriswasdi
Format: Article
Language:English
Published: Nature Portfolio 2023-08-01
Series:Scientific Data
Online Access:https://doi.org/10.1038/s41597-023-02482-8