An Investigation of CNN Models for Differentiating Malignant from Benign Lesions Using Small Pathologically Proven Datasets

Cancer has been one of the most threatening diseases to human health. There have been many efforts devoted to the advancement of radiology and transformative tools (e.g. non-invasive computed tomographic or CT imaging) to detect cancer in early stages. One of the major goals is to identify malignant...

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Vydáno v:Comput Med Imaging Graph
Hlavní autoři: Zhang, Shu, Han, Fangfang, Liang, Zhengrong, Tan, Jiaxing, Cao, Weiguo, Gao, Yongfeng, Pomeroy, Marc, Ng, Kenneth, Hou, Wei
Médium: Artigo
Jazyk:Inglês
Vydáno: 2019
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On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6800808/
https://ncbi.nlm.nih.gov/pubmed/31454710
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.compmedimag.2019.101645
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