New Frontiers: An Update on Computer-Aided Diagnosis for Breast Imaging in the Age of Artificial Intelligence
- PMID: 30667309
- PMCID: PMC6927034
- DOI: 10.2214/AJR.18.20392
New Frontiers: An Update on Computer-Aided Diagnosis for Breast Imaging in the Age of Artificial Intelligence
Erratum in
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Corrections.AJR Am J Roentgenol. 2019 Mar;212(3):712. doi: 10.2214/AJR.19.21198. AJR Am J Roentgenol. 2019. PMID: 30793944 No abstract available.
Abstract
Objective: The purpose of this article is to compare traditional versus machine learning-based computer-aided detection (CAD) platforms in breast imaging with a focus on mammography, to underscore limitations of traditional CAD, and to highlight potential solutions in new CAD systems under development for the future.
Conclusion: CAD development for breast imaging is undergoing a paradigm shift based on vast improvement of computing power and rapid emergence of advanced deep learning algorithms, heralding new systems that may hold real potential to improve clinical care.
Keywords: artificial intelligence; breast; computer-aided detection; computer-aided diagnosis; mammography; texture analysis.
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