Mayo Clinic proceedings
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Mayo Clinic proceedings · Mar 2023
Systolic Blood Pressure and Cardiovascular Risk in Normotensive Adults.
To examine the association of systolic blood pressure (SBP) and cardiovascular risk in normotensive adults. ⋯ In adults without hypertension, there is a stepwise increase in risk of cardiovascular events, with increasing SBP starting at levels as low as 90 mm Hg.
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Mayo Clinic proceedings · Mar 2023
A Clinician's Guide to Running Custom Machine-Learning Models in an Electronic Health Record Environment.
We recently brought an internally developed machine-learning model for predicting which patients in the emergency department would require hospital admission into the live electronic health record environment. Doing so involved navigating several engineering challenges that required the expertise of multiple parties across our institution. ⋯ We recognize a broad interest and need to adopt machine-learning models into clinical practice and seek to share our experience to enable other clinician-led initiatives. This Brief Report covers the entire model deployment process, starting once a team has trained and validated a model they wish to deploy in live clinical operations.
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Mayo Clinic proceedings · Mar 2023
Risks of Right Heart Catheterization and Right Ventricular Biopsy: A 12-year, Single-Center Experience.
To study the incidence of complications when undergoing right heart catheterization (RHC) and right ventricular biopsy (RVB). ⋯ Complications following diagnostic RHC and RVB are seen in 21.6 and 20.8 procedures, respectively, of 10,000 procedures and all deaths were secondary to acute illness.