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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Detalhes bibliográficos

Principais autores:	Gangyi Zhou, Xiaowei Li, Hongran Zeng, Chongyang Zhang, Guohang Wu, Wuxiang Zhao
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2025-08-01
coleção:	Sensors
Assuntos:	medical segmentation multimodal brain tumor image attention mechanism prior knowledge
Acesso em linha:	https://www.mdpi.com/1424-8220/25/15/4740
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