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Complimentary from the publishers of
Predictive Modeling News
March, 2014 |
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"The term ‘population
health’ has arrived in a big way in the hospital systems in our area.
Most are moving from stratification rules now to more robust regression
predictive analytics. The most dominant focus is on preventing
readmissions by identifying those at higher risk prior to discharge and
making sure those identified are enrolled in transitional care programs.
This work is still very rough yet, as these programs are still often in
early development or pilot stages, but I’m seeing some pockets of
success... In one local system, a nurse-run program took readmissions
rates for patients with congestive heart failure from over 22% to just
over 3% in three months.” Julie A. Meek DNS, President, Meek Consulting
LLC; Clinical Associate Professor, Indiana University School of Nursing
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IBM reports that
Virginia health system Carilion Clinic has identified 8,500 patients at
risk for developing heart failure in a pilot project ...the results were
achieved through predictive modeling of data in Carilion Clinic’s
electronic medical record, including “unstructured” data such as
clinicians’ notes and discharge documents that are not often
analyzed....The pilot applied content analytics and predictive modeling
to identify at-risk patients with an 85% accuracy rate. The model
identified an additional 3,500 patients who would have been missed with
traditional methods.
Excerpted from:
Predictive Modeling News, Volume 7 Number 3, February 2014, Industry
News: "Carilion Clinic Spots At-Risk Patients with IBM Solution"
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How MassHealth Cut Medicaid Fraud With Predictive Analytics
BusinessIntelligence.com, February 25, 2014 |
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IBM And Epic Apply Predictive Analytics To Electronic Health Records
Forbes, February 19, 2014 |
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Predictive
Analytics Role in Improved Outcomes Highlighted in New Issue Brief
Health Fidelity Press Release, February 18,
2014 |
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Data Analytics Takes on Medication Management
HealthLeaders Media, February 11, 2014 |
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As risk-based contracting dominates healthcare, analytics will be your
survival tool
Healthcare IT News, February 10, 2014 |
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Predictive analytics: increasing efficiency and financial vigor
Healthcare Finance News, February 6, 2014 |
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Predicting potentially avoidable hospitalizations
Medical Care, abstract only, February 2014 |
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Identifying Near-Term Cost Risk in the Absence of
Claims Data by Damon Shepherd
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Volumes Probe Predictive Analytics Market Dimensions
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Metric Calculates Medical Management Payoff
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Thought Leaders’ Corner: "Is predictive
analytics being used for specific population health
initiatives?"
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Industry News with briefs regarding PopHealthMan;
MethodCare; IBM and Carilion Clinic; dashboardMD and
Clinigence; Inovalon and NextGen Healthcare; and
Verisk
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Catching Up With….Thomas W. Miller PhD
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Click here to view page one of this issue
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