Towards automatic pulmonary nodule management in lung cancer screening with deep learning

The introduction of lung cancer screening programs will produce an unprecedented amount of chest CT scans in the near future, which radiologists will have to read in order to decide on a patient follow-up strategy. According to the current guidelines, the workup of screen-detected nodules strongly r...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:Sci Rep
Prif Awduron: Ciompi, Francesco, Chung, Kaman, van Riel, Sarah J., Setio, Arnaud Arindra Adiyoso, Gerke, Paul K., Jacobs, Colin, Th. Scholten, Ernst, Schaefer-Prokop, Cornelia, Wille, Mathilde M. W., Marchianò, Alfonso, Pastorino, Ugo, Prokop, Mathias, van Ginneken, Bram
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Nature Publishing Group 2017
Pynciau:
Article
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC5395959/
https://ncbi.nlm.nih.gov/pubmed/28422152
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep46479
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