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A Deep Learning-Based Radiomics Model for Differentiating Benign and Malignant Renal Tumors()

OBJECTIVES: To investigate the effect of transfer learning on computed tomography (CT) images for the benign and malignant classification on renal tumors and to attempt to improve the classification accuracy by building patient-level models. METHODS: One hundred ninety-two cases of renal tumors were...

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Detalhes bibliográficos
Publicado no:Transl Oncol
Main Authors: Zhou, Leilei, Zhang, Zuoheng, Chen, Yu-Chen, Zhao, Zhen-Yu, Yin, Xin-Dao, Jiang, Hong-Bing
Formato: Artigo
Idioma:Inglês
Publicado em: Neoplasia Press 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6299150/
https://ncbi.nlm.nih.gov/pubmed/30448734
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.tranon.2018.10.012
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