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Eliminating biasing signals in lung cancer images for prognosis predictions with deep learning

Deep learning has shown remarkable results for image analysis and is expected to aid individual treatment decisions in health care. Treatment recommendations are predictions with an inherently causal interpretation. To use deep learning for these applications in the setting of observational data, de...

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Detalhes bibliográficos
Publicado no:NPJ Digit Med
Main Authors: van Amsterdam, W. A. C., Verhoeff, J. J. C., de Jong, P. A., Leiner, T., Eijkemans, M. J. C.
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Publishing Group UK 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6904461/
https://ncbi.nlm.nih.gov/pubmed/31840093
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41746-019-0194-x
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