Multiple Instance Learning for Heterogeneous Images: Training a CNN for Histopathology

Heather D. Couture, J. S. Marron, Charles M. Perou +2

Multiple instance (MI) learning with a convolutional neural network enables end-to-end training in the presence of weak image-level labels. We propose a new method for aggregating…