Computers do better than pathologists in predicting lung cancer type, severity
I am surprised they only used ~2000 samples.  That's a very tiny amount of data to train a decently sized CNN, even with data augmentation.I presume using a pretrained net probably won't help you since the features found in pathology slides are so unlike those of natural images.