Histo-fetch -- On-the-fly processing of gigapixel whole slide images simplifies and speeds neural network training

Brendon Lutnick, Leema Krishna Murali, Brandon Ginley +2

We created a custom pipeline (histo-fetch) to efficiently extract random patches and labels from pathology whole slide images (WSIs) for input to a neural network on-the-fly. We pr…