Multi-task pre-training of deep neural networks for digital pathology

Romain Mormont, Pierre Geurts, Raphaël Marée

In this work, we investigate multi-task learning as a way of pre-training models for classification tasks in digital pathology. It is motivated by the fact that many small and medi…