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Classification of Gliomas and Germinomas of the Basal Ganglia by Transfer Learning

BackgroundGerm cell tumors (GCTs) are neoplasms derived from reproductive cells, mostly occurring in children and adolescents at 10 to 19 years of age. Intracranial GCTs are classified histologically into germinomas and non-germinomatous germ cell tumors. Germinomas of the basal ganglia are difficul...

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Furkejuvvon:
Váldodahkkit: Ningrong Ye, Qi Yang, Ziyan Chen, Chubei Teng, Peikun Liu, Xi Liu, Yi Xiong, Xuelei Lin, Shouwei Li, Xuejun Li
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: Frontiers Media S.A. 2022-03-01
Ráidu:Frontiers in Oncology
Fáttát:
germinoma
glioma
deep neural network
machine learning
transfer learning
Liŋkkat:https://www.frontiersin.org/articles/10.3389/fonc.2022.844197/full
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