A continuous learning approach to brain tumor segmentation: integrating multi-scale spatial distillation and pseudo-labeling strategies

IntroductionThis study presents a novel continuous learning framework tailored for brain tumour segmentation, addressing a critical step in both diagnosis and treatment planning. This framework addresses common challenges in brain tumour segmentation, such as computational complexity, limited genera...

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Hlavní autoři:	Ruipeng Li, Jianming Ye, Yueqi Huang, Wei Jin, Peng Xu, Lilin Guo
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Frontiers Media S.A. 2024-01-01
Edice:	Frontiers in Oncology
Témata:	brain tumor segmentation continuous learning multi-scale spatial distillation pseudo-labeling feature extraction
On-line přístup:	https://www.frontiersin.org/articles/10.3389/fonc.2023.1247603/full
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