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Leveraging Prior Knowledge in a Hybrid Network for Multimodal Brain Tumor Segmentation

Recent advancements in deep learning have significantly enhanced brain tumor segmentation from MRI data, providing valuable support for clinical diagnosis and treatment planning. However, challenges persist in effectively integrating prior medical knowledge, capturing global multimodal features, and...

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Principais autores: Gangyi Zhou, Xiaowei Li, Hongran Zeng, Chongyang Zhang, Guohang Wu, Wuxiang Zhao
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2025-08-01
Serier:Sensors
Fag:
medical segmentation
multimodal
brain tumor image
attention mechanism
prior knowledge
Online adgang:https://www.mdpi.com/1424-8220/25/15/4740
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