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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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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Transl Oncol
Prif Awduron: Zhou, Leilei, Zhang, Zuoheng, Chen, Yu-Chen, Zhao, Zhen-Yu, Yin, Xin-Dao, Jiang, Hong-Bing
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Neoplasia Press 2018
Pynciau:
Mynediad Ar-lein: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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