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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Hlavní autoři:	Gangyi Zhou, Xiaowei Li, Hongran Zeng, Chongyang Zhang, Guohang Wu, Wuxiang Zhao
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2025-08-01
Edice:	Sensors
Témata:	medical segmentation multimodal brain tumor image attention mechanism prior knowledge
On-line přístup:	https://www.mdpi.com/1424-8220/25/15/4740
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