ConvPath: A software tool for lung adenocarcinoma digital pathological image analysis aided by a convolutional neural network

Abstract

The analysis pipeline developed in this study could convert the pathology image into a "spatial map" of tumor cells, stromal cells and lymphocytes. This could greatly facilitate and empower comprehensive analysis of the spatial organization of cells, as well as their roles in tumor progression and metastasis.