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A Siamese U-Transformer for change detection on MRI brain for multiple sclerosis, a model development and external validation study

2024-04-06

Abstract excerpt

<h4>Summary</h4> <h4>Background</h4> Multiple Sclerosis (MS), is a chronic idiopathic demyelinating disorder of the CNS. Imaging plays a central role in diagnosis and monitoring. Monitoring for progression however, can be repetitive for neuroradiologists, and this has led to interest in automated lesion detection. Simultaneously, in the computer science field of Remote Sensing, Change Detection (CD), the identific...

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Literature Corpus work
c5d8a805-6e3e-57c6-b68e-e1e169351c29
DOI
10.1101/2024.04.05.24305386
Open publication

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A Siamese U-Transformer for change detection on MRI brain for multiple sclerosis, a model development and external validation studyDOI 10.1101/2024.04.05.24305386
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