Improving brain tumor segmentation with anatomical prior-informed pre-training

INTRODUCTION: Precise delineation of glioblastoma in multi-parameter magnetic resonance images is pivotal for neurosurgery and subsequent treatment monitoring. Transformer models have shown promise in brain tumor segmentation, but their efficacy heavily depends on a substantial amount of annotated d...

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Detalles Bibliográficos
Autores principales: Wang, Kang, Li, Zeyang, Wang, Haoran, Liu, Siyu, Pan, Mingyuan, Wang, Manning, Wang, Shuo, Song, Zhijian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Medicine
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10525322/
https://www.ncbi.nlm.nih.gov/pubmed/37771979
http://dx.doi.org/10.3389/fmed.2023.1211800

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10525322/
https://www.ncbi.nlm.nih.gov/pubmed/37771979
http://dx.doi.org/10.3389/fmed.2023.1211800

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