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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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Podrobná bibliografie
Vydáno v:Transl Oncol
Hlavní autoři: Zhou, Leilei, Zhang, Zuoheng, Chen, Yu-Chen, Zhao, Zhen-Yu, Yin, Xin-Dao, Jiang, Hong-Bing
Médium: Artigo
Jazyk:Inglês
Vydáno: Neoplasia Press 2018
Témata:
On-line přístup: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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