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Transfer Learning-Based Autosegmentation of Primary Tumor Volumes of Glioblastomas Using Preoperative MRI for Radiotherapy Treatment

OBJECTIVES: Glioblastoma is the most common primary malignant brain tumor in adults and can be treated with radiation therapy. However, tumor target contouring for head radiation therapy is labor-intensive and highly dependent on the experience of the radiation oncologist. Recently, autosegmentation...

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Detalles Bibliográficos
Autores principales: Tian, Suqing, Wang, Cuiying, Zhang, Ruiping, Dai, Zhuojie, Jia, Lecheng, Zhang, Wei, Wang, Junjie, Liu, Yinglong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9047780/
https://www.ncbi.nlm.nih.gov/pubmed/35494067
http://dx.doi.org/10.3389/fonc.2022.856346