Automatic tumor segmentation and metachronous single-organ metastasis prediction of nasopharyngeal carcinoma patients based on multi-sequence magnetic resonance imaging

BACKGROUND: Distant metastases is the main failure mode of nasopharyngeal carcinoma. However, early prediction of distant metastases in NPC is extremely challenging. Deep learning has made great progress in recent years. Relying on the rich data features of radiomics and the advantages of deep learn...

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Detalles Bibliográficos
Autores principales: Huang, Yecai, Zhu, Yuxin, Yang, Qiang, Luo, Yangkun, Zhang, Peng, Yang, Xuegang, Ren, Jing, Ren, Yazhou, Lang, Jinyi, Xu, Guohui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10099248/
https://www.ncbi.nlm.nih.gov/pubmed/37064158
http://dx.doi.org/10.3389/fonc.2023.953893

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