Editor's Note In this study, a machine learning algorithm resulted in the most accurate estimation of operative case-time duration. Researcher developed models to predict case-time duration using linear regression and supervised machine learning. Each model included an all-inclusive model, service-specific models, and surgeon-specific models. The data set used included 46,986…

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Editor's Note When deep learning algorithms were compared with health-care professionals in classifying diseases using medical imaging, diagnostic performance was equivalent between the two. In this meta-analysis of 14 studies, researchers found that deep learning systems correctly detected a disease state 87% of the time, compared with 86.4% for healthcare…

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Editor's Note The Joint Commission announced on September 18 that the deadline for submitting applications for the John M. Eisenberg Patient Safety and Quality Awards is October 1. Started by the Joint Commission and the National Quality Forum (NQF) in 2002, the awards recognize the outstanding work of individuals and…

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Enhanced Recovery After Surgery (ERAS®) is a comprehensive, multifaceted, and multidisciplinary approach to the care of the surgical patient. ERAS bundles evidence-based elements to facilitate a faster recovery with fewer complications.1 Spanning the continuum of perioperative care, ERAS elements include: • patient engagement and education • preoperative optimization of nutrition…

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Editor's Note Though recent guidelines mandating additional barrier attire for all scrubbed and unscrubbed OR personnel from the Agency for Healthcare Research and Quality (AHRQ) and Joint Commission, which include bouffant caps covering all hair and long-sleeved surgical attire covering all exposed skin, this study finds that this mandate does…

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About 2 years ago I was diagnosed with prostate cancer. As I researched the treatment alternatives, I became very concerned about the complications associated with traditional surgical prostatectomy or radiation. Then I learned that I might be eligible for an outpatient procedure: high-intensity focused ultrasound (HIFU). Although HIFU is relatively…

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Editor's Note Overlapping, nonconcurrent surgery was not associated with an increase in serious unanticipated events in this study. Of 61,525 surgical procedures performed over 1 year at a large academic medical center, a total of 8,391 patients had any overlap (beginning or end) and were matched on 11 variables. Compared…

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Editor's Note In this study, a significant association was found between exposure to World Trade Center dust and long-term cardiovascular disease (CVD) risk in firefighters. Of 9,796 firefighters analyzed, those who arrived first at the World Trade Center when dust was the thickest were found to have a 44% increased…

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Editor's Note In this study, robotic cholecystectomy was associated with lesser lengths of stay and readmission rates than laparoscopic cholecystectomy. The robotic procedure also had greater operative duration and hospital costs. Of 3,255 patients who had cholecystectomy during the study period, the researchers matched 106 robotic and 1,060 laparoscopic cases.…

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Editor's Note The Joint Commission on August 21 posted a reminder for accredited hospitals with electronic clinical quality measure (eCQM) requirements that they must submit CY 2019 eCQM data via the Direct Data Submission (DDS) Platform. The deadline to onboard to the DDS Platform is December 20, 2019, and the…

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