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Opening the black box of neural networks: methods for interpreting neural network models in clinical applications

Artificial neural networks (ANNs) are powerful tools for data analysis and are particularly suitable for modeling relationships between variables for best prediction of an outcome. While these models can be used to answer many important research questions, their utility has been critically limited b...

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Detalhes bibliográficos
Publicado no:Ann Transl Med
Main Authors: Zhang, Zhongheng, Beck, Marcus W., Winkler, David A., Huang, Bin, Sibanda, Wilbert, Goyal, Hemant
Formato: Artigo
Idioma:Inglês
Publicado em: AME Publishing Company 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6035992/
https://ncbi.nlm.nih.gov/pubmed/30023379
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.21037/atm.2018.05.32
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