IEEE journal of biomedical and health informatics
Multimodal Contrastive Prototype Learning for Resilient Brain Tumor Segmentation With Missing Modalities.
Heran Xi, Yu Ye, Jinghua Zhu, Jinbao Li
Published: 202510.1109/JBHI.2025.3649819
Abstract
Multimodal fusion is an effective solution for holistic brain tumor diagnosis; however, it faces challenges under missing modalities. Traditional multi-encoder architectures can easily capture modality-specific features, while single-encoder architec…
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