V.I.Shumakov Federal Research Center of Transplantology and Artificial Organs

Application of Machine Learning Methods for Processing and Analyzing Data from Probe and Optical Microscopy of Biological Objects

Abstract This review systematizes modern machine learning (ML) methods for solving key image processing tasks in optical microscopy (OM) and atomic force microscopy (AFM). Traditional microscopy data analysis methods face problems of subjectivity, low throughput, and difficulty i...