New Frontiers: An Update on Computer-Aided Diagnosis for Breast Imaging in the Age of Artificial Intelligence.
review · Level V
Where this comes from
- Record sourced from PubMed, PMID 30667309.
- Also identified by DOI 10.2214/AJR.18.20392 and PMC identifier 6927034.
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Abstract
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. 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.
Medical subject headings
- Artificial Intelligence
- Breast Neoplasms
- Diagnosis, Computer-Assisted