Search Results for author: Sebastian Otalora

Found 2 papers, 1 papers with code

Learning Interpretable Microscopic Features of Tumor by Multi-task Adversarial CNNs To Improve Generalization

1 code implementation4 Aug 2020 Mara Graziani, Sebastian Otalora, Stephane Marchand-Maillet, Henning Muller, Vincent Andrearczyk

Here we show that our architecture, by learning end-to-end an uncertainty-based weighting combination of multi-task and adversarial losses, is encouraged to focus on pathology features such as density and pleomorphism of nuclei, e. g. variations in size and appearance, while discarding misleading features such as staining differences.

Multi-Task Learning

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