Editor's Note The Joint Commission on June 19 announced that the National Association for Healthcare Quality (NAHQ) has issued a new report−“Key Workforce Competencies for Quality-Driven Healthcare”− that focuses on creating a new framework for competencies needed by healthcare organizations to meet new goals for quality-driven healthcare. Among the competencies:…

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As part of a special series on artificial intelligence (AI), OR Manager is taking a deep dive into the many facets of this new technology and its impact on patient care. Part 1 and Part 2 of the introduction to AI (May 2019 and June 2019) defined types of AI…

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“What we have right now, quite frankly, in healthcare are islands—visible islands of excellence in a sea of invisible failures, with risk lurking just below the waterline. We need to widen those islands of excellence. We need to connect these islands with more dry land. We need to address these…

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Blood loss during labor and delivery (L&D) and surgical procedures can lead to serious complications that might be prevented with early detection; however, detection can be challenging. For example, clinicians have traditionally estimated blood loss visually—a subjective and often inaccurate process. Humans’ eyes simply aren’t good at making precise measurements,…

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OR leaders spend much of their day ensuring the surgery schedule runs smoothly, a task that depends on the teams within each of the ORs. Highly functioning teams produce optimal results, including good patient outcomes, satisfied surgeons, and efficient use of resources. But developing a highly functional team with good…

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Editor's Note Physician-to-physician variation in electronic health record (EHR) documentation could result in patient harm and clinical inefficiencies, this study finds. The study by University of Michigan researchers included EHR data from 170,332 encounters led by 809 physicians in 237 practices and interviews with 40 physicians in 10 practices. The…

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Editor's Note A new report from the National Institutes of Health, Radiological Society of North America, American College of Radiology, and The Academy, provides a roadmap for translational research on artificial intelligence (AI) in medical imaging. The report summarizes key priorities: creating structured AI use cases that define and highlight…

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As part of a special series on artificial intelligence (AI), OR Manager is taking a deep dive into the many facets of this new technology and its impact on patient care. Part 1 of this introduction to the series (OR Manager, May 2019, 1, 7-11) defined several different types of…

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Artificial intelligence (AI) may be coming to your OR sooner than you think. AI is already being used to identify areas needing quality improvement by analyzing surgical workflow, communication patterns, and errors that went unnoticed during a procedure. OR leaders need to understand AI and participate in its development and…

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Editor's Note Machine learning can be used to improve surgical risk prediction compared to traditional risk calculators, this study from Singapore finds. The traditional Combined Assessment of Risk Encountered in Surgery and the American Society of Anesthesiologists Physical Status models were compared with machine learning models in the prediction of…

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