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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OR leaders live with many challenges, ranging from obtaining adequate reimbursement to having sufficient staff on hand. Despite constant pressures, most respondents to the 2019 annual OR Manager Salary/Career Survey remain satisfied with their jobs. In all, 70% are satisfied with their current jobs or positions, comparable to the 67%…

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Editor's Note There are gender differences in how physicians perceive EHR-related stress, satisfaction, and usability, finds this study. Of 25 ICU physicians who participated in the study, 48% were men and 52% were women. Overall task performance scores were similar, but men reported significantly higher perceived EHR workload stress and…

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Editor's Note The Joint Commission on August 28 announced five new inpatient performance measures for the Comprehensive Cardiac Center Certification program, which will be effective January 1, 2020. Data collection for the measures will be mandatory for currently certified programs and organizations seeking initial certification. In addition to the mandatory…

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Staffing headaches for OR managers continue, according to the 2019 annual OR Manager Salary/Career Survey, with more than a third of respondents reporting that the percentage of open positions compared with 12 months ago has increased for both RNs and surgical technologists (STs). The clock has to be turned back…

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Extensive research by Cori L. Ofstead, MSPH, and her colleagues at Ofstead & Associates (St Paul, Minnesota) has raised concerns about insufficient reprocessing of gastrointestinal endoscopes and ureteroscopes—even when recommended practices are followed—and their new study makes a compelling case for more stringent reprocessing of bronchoscopes as well. In their…

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Editor's Note In this study of more than 1 million Medicare patients, 4.8% were super-users of healthcare and incurred 31.7% of Medicare expenditures after surgery. A machine learning approach identified the following as the most significant risk factors linked to super-utilization of healthcare in the year following surgery: hemiplegia/paraplegia weight…

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Editor's Note In this study, experts graded the four major publicly reported hospital quality rating systems on their strengths and weaknesses−most received a C and the highest was a B. The grades were: US News & World Report−B Medicare & Medicaid Services’ Star Ratings−C Leapfrog−C- Healthgrades−D+. The researchers found that…

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Editor's Note The University of Michigan’s health system has 34 artificial intelligence (AI) and machine learning research projects underway, 28 of which have principal investigators, the August 12 Health Data Management reports. Projects include analyzing electronic health records (EHRs), ECG monitor data, and analytics to predict acute hemodynamic instability and…

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Editor's Note The US News & World Report on July 30 released its 2019-2020 Best Hospitals Honor Roll. The top five are: Mayo Clinic, Rochester, Minn Massachusetts General Hospital, Boston Johns Hopkins Hospital, Baltimore Cleveland Clinic New York-Presbyterian Hospital/Columbia and Cornell, New York City. In the specialty rankings: University of…

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