MS-trust: a transformer model with causal-global dual attention for enhanced MRI-based multiple sclerosis and myelitis detection
Abstract The detection of Multiple Sclerosis (MS) and Myelitis from MRI brain modalities is a challenging task that requires tailored transformer-based attention mechanisms. This paper presents MS-Trust that features a causality attention block to maintain the sequential integrity of MRI data and a...
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| Main Author: | |
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| Format: | Article |
| Language: | English |
| Published: |
Springer
2025-06-01
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| Series: | Complex & Intelligent Systems |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/s40747-025-01945-2 |
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