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The Quality of Radiology Artificial Intelligence Research: Counterpoint-The Long Road From Discovery to Deployment

Sara Abosabie1,2, Julius Chapiro1,3,4

  • 1Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT 06520, USA.

AJR. American Journal of Roentgenology
|June 17, 2026
PubMed
Abstract

No abstract available in PubMed .

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The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
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Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...