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Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis

Pathologists face a substantial increase in workload and complexity of histopathologic cancer diagnosis due to the advent of personalized medicine. Therefore, diagnostic protocols have to focus equally on efficiency and accuracy. In this paper we introduce ‘deep learning’ as a technique to improve t...

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Vydáno v:Sci Rep
Hlavní autoři: Litjens, Geert, Sánchez, Clara I., Timofeeva, Nadya, Hermsen, Meyke, Nagtegaal, Iris, Kovacs, Iringo, Hulsbergen - van de Kaa, Christina, Bult, Peter, van Ginneken, Bram, van der Laak, Jeroen
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Publishing Group 2016
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4876324/
https://ncbi.nlm.nih.gov/pubmed/27212078
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep26286
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