Towards continuous learning for glioma segmentation with elastic weight consolidation

Karin van Garderen, Sebastian van der Voort, Fatih Incekara +2

When finetuning a convolutional neural network (CNN) on data from a new domain, catastrophic forgetting will reduce performance on the original training data. Elastic Weight Consol…