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Rhineland-Palatinate Technical University of Kaiserslautern-Landau, German Research Center for Artificial Intelligence
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Brain tumor segmentation gets a boost in both accuracy and interpretability with SegGuidedNet, a lightweight architecture that rivals ensembles without needing post-hoc explainability.
Channel and spatial attention, when combined with multi-scale feature extraction, can push structural damage classification accuracy to near-perfect levels.