Detection and classification of hepatocytes and hepatoma cells using atomic force microscopy and machine learning algorithms - Zeng, Yi; Liu, Xianping; Wang, Zuobin; Gao, Wei; Li, Li; Zhang, Shengli (Microscopy research and technique, 2023)
Keywords: Algorithms; atomic force microscope; Atomic force microscopy; Carcinoma, Hepatocellular - diagnostic imaging; Carcinoma, Hepatocellular - pathology; Cell culture; Cell morphology; Classification; Cytology; Datasets; Early Detection of Cancer; Hep G2 Cells; Hepatocellular carcinoma; Hepatocytes; Hepatocytes - classification; Hepatocytes - ultrastructure; Hepatoma; Humans; Image processing; Learning algorithms; Liver cancer; Liver Neoplasms - diagnostic imaging; Liver Neoplasms - pathology; Machine Learning; Mechanical properties; Microscopy; Microscopy, Atomic Force; Modulus of elasticity; Morphology; Parameters; Support vector machines; Viscoelasticity; atomic force microscope; machine learning; hepatocellular carcinoma