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3D deep learning for detecting pulmonary nodules in CT scans

OBJECTIVE: To demonstrate and test the validity of a novel deep-learning-based system for the automated detection of pulmonary nodules. MATERIALS AND METHODS: The proposed system uses 2 3D deep learning models, 1 for each of the essential tasks of computer-aided nodule detection: candidate generatio...

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Bibliografske podrobnosti
izdano v:J Am Med Inform Assoc
Main Authors: Gruetzemacher, Ross, Gupta, Ashish, Paradice, David
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2018
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC6188511/
https://ncbi.nlm.nih.gov/pubmed/30137371
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocy098
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