Wrinkle force microscopy: a machine learning based approach to predict cell mechanics from images

Abstract

A deep learning approach, termed wrinkle force microscopy, allows for conducting traction force microscopy by observing bright-field cell images but without using its conventional requirements such as fluorescent microbeads and confocal microscopy.