Diagnostic accuracy of deep learning in medical imaging: a systematic review and meta-analysis

Deep learning (DL) has the potential to transform medical diagnostics. However, the diagnostic accuracy of DL is uncertain. Our aim was to evaluate the diagnostic accuracy of DL algorithms to identify pathology in medical imaging. Searches were conducted in Medline and EMBASE up to January 2020. We...

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Bibliografiske detaljer
Udgivet i:NPJ Digit Med
Main Authors: Aggarwal, Ravi, Sounderajah, Viknesh, Martin, Guy, Ting, Daniel S. W., Karthikesalingam, Alan, King, Dominic, Ashrafian, Hutan, Darzi, Ara
Format: Artigo
Sprog:Inglês
Udgivet: Nature Publishing Group UK 2021
Fag:
Review Article
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC8027892/
https://ncbi.nlm.nih.gov/pubmed/33828217
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41746-021-00438-z
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