Prediction of Kidney Function from Biopsy Images Using Convolutional Neural Networks

David Ledbetter, Long Ho, Kevin V Lemley

A Convolutional Neural Network was used to predict kidney function in patients with chronic kidney disease from high-resolution digital pathology scans of their kidney biopsies. Ki…