Boosting multiple sclerosis lesion segmentation through attention mechanism

I'd like to share our research that aims at improving the accuracy of multiple sclerosis lesion segmentation through the use of a customized network for fully automated segmentation of MS lesions from FLAIR MRIs. Our framework is designed to enhance segmentation performance by directing the network's attention to informative regions of the image.

Once again the correct use of an attention layer can boost the performances of a task (in this case segmentation). Please be aware (we remarked it one …

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