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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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Bibliografske podrobnosti
izdano v:NPJ Digit Med
Main Authors: van Amsterdam, W. A. C., Verhoeff, J. J. C., de Jong, P. A., Leiner, T., Eijkemans, M. J. C.
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group UK 2019
Teme:
Online dostop: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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