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

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. Furthermore, normal...

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Detalles Bibliográficos
Autores principales: Piansaddhayanon, Chawan, Koracharkornradt, Chonnuttida, Laosaengpha, Napat, Tao, Qingyi, Ingrungruanglert, Praewphan, Israsena, Nipan, Chuangsuwanich, Ekapol, Sriswasdi, Sira
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10460430/
https://www.ncbi.nlm.nih.gov/pubmed/37634014
http://dx.doi.org/10.1038/s41597-023-02482-8