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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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書目詳細資料
發表在:NPJ Digit Med
Main Authors: van Amsterdam, W. A. C., Verhoeff, J. J. C., de Jong, P. A., Leiner, T., Eijkemans, M. J. C.
格式: Artigo
語言:Inglês
出版: Nature Publishing Group UK 2019
主題:
在線閱讀: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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