Showing 3 ideas for tag "evidence-based"
(@andrew.cocke) kudos icon +

AoU Research Priorities Use Cases

What is the relative impact of various physical environmental factors like natural daylight, view, and noise on patient oucomes?

Using data on the physical features of patients' rooms, bathrooms, nurses' stations, etc., this study would use multivariate linear regression, artificial neural networks, deep leaning, or other AI methods to draw correlations between each of these physical features and patient outcomes like length of stay, readmission rates, accidents, hospital-acquired infections, mortality, and staff occupational injuries, and build... more »

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(@sthompson1) kudos icon +

AoU Research Priorities Use Cases

Impact of persistent hypervolemia on development of hypertension and heart failure

It has been posited that hypertension is due to excess blood volume or vasoconstriction, but hypertension therapy trials have looked at specific doses of diuretic or vasodilator. The question to answer is: Does individualization of therapy for patient-specific hypertension improve outcomes and possibly avert onset of heart failure? Patients receiving treatment for hypertension could received direct blood volume tests... more »

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