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Charles E. Kahn, Jr., MD, MS, editor of the the RSNA journal Radiology: Artificial Intelligence, and professor and vice chair of radiology at the University of Pennsylvania Perelman School of Medicine. He discusses the need to validate artificial intelligence (AI) algorithms with your own patient population to determine if it is accurate for a specific institutions patients. He also explains how bias can be inadvertently added into a algorithm, and how the AI may take learning shortcuts. #AI

Charles E. Kahn, Jr., MD, MS, editor of the the RSNA  journal Radiology: Artificial Intelligence, and professor and vice chair of radiology at the University of Pennsylvania Perelman School of Medicine, discusses the need to validate AI algorithms with your own patient population data.  

COVID-19 vaccines help reduce the serious coronavirus infections and hospitalizations. Multiple studies have shown that the risk from very rare vaccine side effects are far outweighed by the much greater risk of hospitalization and death due to COVID infections.

COVID-19 vaccines were very effective at preventing serious illness and excess deaths in 2021, according to new data from the Department of Health and Human Services (HHS). The vaccines were also linked to considerable cost savings. 

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Retail giant Walmart has launched the Healthcare Research Institute as an effort to increase access to clinical research.

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While the Biden administration and federal agencies have made price transparency a long-term goal for the U.S. healthcare industry, a recent study revealed Americans aren’t actually shopping around very often for better healthcare prices.

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The medical industry directs the vast majority of its spending for the promotion and advertising of medical devices and drugs towards physicians––but those industry payments are significantly larger for male physicians compared to female physicians.

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The healthcare industry has faced numerous workforce challenges, including higher costs and turnover rates. Fortunately, the sector appears to be recovering from losses caused by the COVID-19 pandemic.

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The approval, made as part of a special FDA pilot program, took just 50 days.