Mitigating catastrophic forgetting in Multiple sclerosis lesion segmentation using elastic weight consolidation

Multiple sclerosis (MS) lesion segmentation is crucial for monitoring disease progression. Deep learning methods have shown promising results but suffer from domain shift problems when evaluated in data from different protocols or scanners. Transfer learning (TL) achieves successful domain adaptatio...

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