MST-KDNet improves missing-modality brain tumor segmentation by distilling attention, logits, and style features from a complete-modality teacher to a student.
In: ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Pro- cessing (ICASSP)
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Bridging the Gap in Missing Modalities: Leveraging Knowledge Distillation and Style Matching for Brain Tumor Segmentation
MST-KDNet improves missing-modality brain tumor segmentation by distilling attention, logits, and style features from a complete-modality teacher to a student.