Study: AI model explanations fail to combat bias
Editor's Note New data raise questions about the effectiveness of image-based AI model explanations in helping clinicians recognize systematic bias when diagnosing hospitalized patients. The findings appeared in JAMA on December 19. Researchers looked at the diagnostic accuracy of 457 hospital physicians, nurse practitioners, and physician assistants in diagnosing patients…
FDA encourages new cybersecurity standards on medical device manufacturing
Editor's Note The US Food and Drug Administration (FDA) has recognized the latest guidance on medical device cybersecurity from the Association for the Advancement of Medical Instrumentation (AAMI), an AAMI November 14 press release reports. This latest cybersecurity recognition is encouraging its use across the medical device manufacturing industry to…
Optimizing productivity measurement in the ASC
Takeaways Clinical hours per case is a simple, yet effective, productivity metric. Analysis of productivity measures can include benchmarking against external and internal data. A positive work culture will improve staff productivity. Productivity is a foundational concept for leaders of ambulatory surgery centers (ASCs). “Measuring productivity is essential to be…
How health systems are using tech tools to make ORs more efficient
Most hospitals agree that they can better harness the data they are collecting from registration through discharge in order to streamline patient turnovers, reduce wait times, and improve patient and staff satisfaction, but there is still uncertainty about how best to turn massive quantities of data into better patient outcomes.…
New cybersecurity toolkit provides guidance to healthcare sector
Editor's Note The Cybersecurity and Infrastructure Security Agency (CISA) and the Department of Health and Human Services (HHS) on October 26 announced a new cybersecurity-focused toolkit with resources for healthcare organizations and the public health sector. The two agencies have been working with the Health Sector Coordinating Council (HSCC) Cybersecurity…
AI-supported app improves physician time, patient communication
Editor's Note Physicians at the University of Kansas Health System are piloting an AI-based app called Abridge that captures feedback from the medical care team and transcribes it for patients, Fox4 August 9 reports. This AI-led process reportedly saved time on documentation while providing clear guidance for patients The new…
Study evaluates the effectiveness of predictive AI in healthcare settings, identifies shortcomings
Editor's Note Implementing predictive AI models in healthcare settings can alter the baseline assumptions the models were trained on in ways that cause the models to perform worse, according to a recent simulation study published on October 6 by the Annals of Internal Medicine. The study analyzed 130,000 critical care…
Report: Data breaches continue to pose problems for healthcare systems
Editor's Note A new report from cybersecurity provider Critical Insight notes that data breaches are continuing to pose major problems for healthcare systems, an August 2023 Business Wire press release reports. Already more than 40 million patients' medical information was reportedly involved in data breaches in 2023. Following are key…
Maximizing productivity measurement: Part 2
Measuring productivity can be a burden for perioperative leaders and their staff, but it also can serve as a means for obtaining needed resources. Part 1 of OR Manager’s two-part series on productivity measurement focused on the value of measuring, challenges, and deciding what should be assessed (see September issue,…
Closing keynote: Revolutionizing Healthcare with Artificial Intelligence (AI)—Reducing Administrative Burden and Improving Staff Satisfaction
Editor's Note “We really need leaders like you who understand healthcare,” said Harvey Castro, MD, MBA, serial healthcare entrepreneur and ChatGPT healthcare advisor, when speaking to OR Manager Conference attendees about adopting artificial intelligence (AI) during the Wednesday morning closing keynote. "But we also need healthcare leaders who understand AI…
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