The number of patients who underwent daily chest radiographs was associated with the hospital where they received care.
The majority of patients requiring mechanical ventilation (MV) receive daily chest radiographs (CXRs), although the number is dropping following new guidelines, according to a study published online in JAMA Network Open.
Researchers from the United States and Canada performed a retrospective cohort study to determine frequency of daily CXR use for U.S. patients receiving MV, assess variability across hospitals, and evaluate whether use has decreased over time.
The primary cohort included 512,518 hospitalized adults from 416 hospitals receiving MV for 3 days or longer; 321,093 (63 percent) received daily CXRs. The patients’ mean age was 63 years, 46 percent of the patients were female. The outcome was daily chest radiograph use, for up to 7 days.
There was a wide variability across hospitals. Hospitals performed daily CXRs on a median of 66 percent of patients. The adjusted median OR was 2.43, suggesting the same patient had 2.43-fold higher odds of receiving a daily CXR if admitted to a higher- versus lower-use hospital; the odds of receiving daily CXRs were unchanged through quarter 3 of 2011, after which there was a 3 percent relative reduction in the odds of daily CXR use per quarter.
The researchers concluded that three-fifths of U.S. patients receiving MV also received daily CXRs from 2008 to 2014, although use declined slowly after new guidelines were published. The hospital at which a patient received care was associated with the odds of daily CXR receipt.
New Study Examines Short-Term Consistency of Large Language Models in Radiology
November 22nd 2024While GPT-4 demonstrated higher overall accuracy than other large language models in answering ACR Diagnostic in Training Exam multiple-choice questions, researchers noted an eight percent decrease in GPT-4’s accuracy rate from the first month to the third month of the study.
The Reading Room Podcast: Emerging Trends in the Radiology Workforce
February 11th 2022Richard Duszak, MD, and Mina Makary, MD, discuss a number of issues, ranging from demographic trends and NPRPs to physician burnout and medical student recruitment, that figure to impact the radiology workforce now and in the near future.
Can Innovations with AI Help Address the Impact of Staffing Shortages on Radiology Workflow?
October 7th 2024While staffing shortages in radiology continue to persist after the COVID-19 pandemic, current and emerging innovations powered by artificial intelligence (AI) may help facilities navigate these challenges and mitigate rising costs of health care.