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Published byGervase Rose Modified over 9 years ago
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Data Complexity in Healthcare The Coming Challenge Ella Mihov, Director, Healthcare Team
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Company Confidential & Proprietary Our awards, clients & investors 2 Top 10 Most Innovative in Big Data 2013 Top Machine Learning Company Top 100 Private Companies in Data Analytics Top most interesting company in data analytics -Mary Meeker OSD USAF Navy Awards Clients Investors
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Company Confidential & Proprietary The Data Analytics Maturity Model 3 AnalyticsStorage Continuous Improvement Operational Insights Financial Services, Oil & Gas, Technology/Internet Healthcare
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Company Confidential & Proprietary Use Cases Depend on Perspective 4 Claims EMR Claims & EMR Denials Management Care Pathways Patient Risk Scoring & Population Health Fraud, Waste & Abuse Detection Wasteful Care Identification Patient Risk Scoring & Model Perfection Data Types Provider Use cases Payer Use cases
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Company Confidential & Proprietary A New Challenge of Data Complexity 5 c This is a healthcare dataset. This is the # of possible insights in your dataset. It is 2 n. This is the # of possible insights in your dataset next year after it has grown another 40%. Understanding what insights your data holds is more important than what holds it.
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Corporate Headquarters 4400 Bohannon Drive Suite #200 Menlo Park, CA 94025 ayasdi.com 6 Thank you! Ella Mihov ella@ayasdi.com
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