Exploring morphological heterogeneity of circulating tumor cells: machine learning-based approach for cell identification and prognostic implications

Abstract

Circulating tumor cells (CTCs), arising from the spread of primary or metastatic tumors, are crucial in understanding tumor metastasis. Unlike traditional serum biomarkers, CTCs, being actual tumor cells, offer more direct insight into the specific tumor’s biology.