Automated assessment of cardiac dynamics in aging and dilated cardiomyopathy Drosophila models using machine learning
Our platform uses deep learning to segment optical microscopy images of Drosophila hearts, facilitating the quantification of cardiac parameters for aging and dilated cardiomyopathy. Moreover, using a machine learning approach we able to predict cardiac aging with high accuracy.