Development and Validation of a Deep-Learning Model to Assist with Renal Cell Carcinoma Histopathologic Interpretation.

To develop and test the ability of a convolutional neural network (CNN) to accurately identify the presence of renal cell carcinoma (RCC) on histopathology specimens, as well as differentiate RCC histologic subtype and grade.