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Diabetic patients are hiding in plain sight

Diabetes is a complex and costly chronic disease. Studies estimate that diabetes affects 8% of the U.S. population, but confirming this in patients who are undiagnosed, and identifying those at highest risk, remains challenging. At Allscripts Analytics, we’re transforming insights from traditional electronic health record (EHR) data into innovative methods for early identification of chronic disease and population health management. Variation in quality of diagnosis documentation within EHRs has necessitated development of new algorithms to more accurately define and manage our populations. After extensive data aggregation and normalization of clinical, claims, laboratory and pharmacotherapy data, our algorithms are validated on more than 40 million records to identify undiagnosed diabetic patients. Advancements in visualization tools enable us to deliver insights from this data to our clients in a simple, interactive format in real-time. It helps clinicians better identify undiagnosed and at-risk […]

Forward-looking healthcare organizations know that big data and analytics will drive significant change in how they care for patients. A select group of healthcare leaders joined me recently in Chicago for an interactive Allscripts Analytics summit on this topic. We asked them: What are your high-level strategic priorities for population health analytics? Here are responses from the Berkshire Health Systems Chief Medical Information Officer Mark Snowise, M.D. and Health First System Vice President of Decision Support Analytics Frank Wang: Allscripts Analytics Asks: Mark Snowise, MD Allscripts Analytics Asks: Frank Wang Today’s clinicians need tools that help stratify populations, identify gaps in care, benchmark outcomes and provide pathways to patient compliance. Only then can they take action to improve care. That means they need point-of-care, real-time analytics, cohort management, predictive models and quality metrics and dashboards for population health insights across […]