Sample Results
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Sample Results
Alan Turing, “Intelligent Machinery”, from the original manuscript for the National Physical Laboratory, Mathematics Division, 1948 (not published)
Here are a few examples of PreVista results using standard health care and pharma claims data, with copies of presentations given at industry conferences and webinars:
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Presentation: The Age of the Algorithm is Over
Healthcare BI Summit, 2012
An overview of changes in healthcare data, cost drivers and the shift from the classic 'data warehouse' to real-time data analysis and exchange. An example of PreVista results for the standard "predict costs for Year 2 based on Year 1" is included at the end.
Click to download a PDF copy of this presentation >
Presentation: Focus on Risk, Cost and Chronic Conditions
Healthcare BI Summit webinar, 2013
Most healthcare costs are driven by a small percentage of the population with ten chronic conditions. The most complex is diabetes, with a host of co-morbid conditions that make prediction particularly difficult. This PreVista project focused on the toughest example, with age ranging from 1 to 91, and claim costs from $3 to $421,915 -- a true test.
Click to download a PDF copy of this presentation >
Sample Data: PreVista Identifies High Risk Patients Who Will Improve
Analysis completed in 2013
One of the more interesting discoveries we made during an analytic project in 2013 was the ability to identify high-risk members who would actually improve -- contrary to every standard 'risk score'. This raised interesting questions, e.g. "Was there a difference in care, drugs or genetic factors?" The ability to find these positive outliers is also helpful for care / disease management; these patients will not need the same level of costly oversight.
Click to download an XLSX file that you can view in Excel >
PreVista Identifies Pill Mills and Narcotic Abuse
Analysis completed in 2014
PreVista can also find any pattern in your data. In this case we analyzed pharma claims for a client, and PreVista identified a group of members who purchased unusual quantities of narcotics -- and the hidden network of 'pill mill' prescribers these members used. Although East Bay Labs does not typically provide report services, we created a set of special reports that allowed the client to quickly identify apparent addicts and prescribers -- with maps and drill-down to detailed script records.
Click to download a PDF with screen caps of reports and more details >