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A Transfer Learning Approach for Malignant Prostate Lesion Detection on Multiparametric MRI

PURPOSE: In prostate focal therapy, it is important to accurately localize malignant lesions in order to increase biological effect of the tumor region while achieving a reduction in dose to noncancerous tissue. In this work, we proposed a transfer learning–based deep learning approach, for classifi...

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Detalhes bibliográficos
Publicado no:Technol Cancer Res Treat
Main Authors: Chen, Quan, Hu, Shiliang, Long, Peiran, Lu, Fang, Shi, Yujie, Li, Yunpeng
Formato: Artigo
Idioma:Inglês
Publicado em: SAGE Publications 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6589968/
https://ncbi.nlm.nih.gov/pubmed/31221034
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1177/1533033819858363
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