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  • Assessing Prescription Opioid Risk with Predictive Analytics
    Assessing Prescription Opioid Risk with Predictive Analytics We highlight a new approach leveraging ... users for more effective screening and follow-up care. Predictive modeling;Health risks;Data mining=Big ...

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    • Authors: Joseph Boschert, Andrew Gaffner, Barbara Collier
    • Date: Oct 2018
    • Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; External Forces & Industry Knowledge>Actuarial theory in business context; Leadership>Thought leadership; Professional Values>Practice expertise; Strategic Insight and Integration>Effective decision-making; Strategic Insight and Integration>Influence decisions; Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Problem analysis and definition; Technical Skills & Analytical Problem Solving>Process and technique refinement
    • Publication Name: Health Watch
    • Topics: Demography>Population data; Experience Studies & Data; Health & Disability>Health information technology; Modeling & Statistical Methods>Data mining; Predictive Analytics; Technology & Applications>Analytics and informatics; Health & Disability>Electronic medical record
  • Predictive Analytics & Futurism, June 2020, Issue 25
    proce- dure. To say this another way: for now, we care more about how the smooths fit vs. how the model ... GAM encompasses a wide range of models mak- ing a direct Earth/GAM comparison tricky. However, there are ...

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    • Authors: Society of Actuaries
    • Date: Jun 2020
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • Predictive Analytics and Futurism, August 2019, Issue 21
    semi-supervised GAN, using Keras and TensorFlow, for health care data. AN INTRODUCTION TO THE GENERATIVE ADVERSARIAL ... brilliant smile. She greeted the three of us with a direct handshake and eye contact that was neither flickering ...

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    • Authors: Society of Actuaries
    • Date: Aug 2019
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Actuarial Profession; Predictive Analytics
  • Predictive Analytics, April 2019, Issue 20
    arbitrary. For high-variance events such as health care claims or mortality, these small perturbations ... compile your Cython extension. This includes the primary Python library, named “python3.6m”; however, additional ...

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    • Authors: Society of Actuaries
    • Date: Jun 2019
    • Competency: Technical Skills & Analytical Problem Solving
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • The Power of Predictive Analytics
    doing an actuarial rotation in Aetna’s managed care product management unit. We were tasked with understanding ... see the role of predictive analytics in health care changing in the next five to 10 years? Where will ...

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    • Authors: Society of Actuaries
    • Date: Apr 2016
    • Competency: Leadership>Professional network leverage; Leadership>Thought leadership
    • Publication Name: The Actuary Magazine
    • Topics: Predictive Analytics; Technology & Applications>Analytics and informatics
  • Predictive Analytics & Futurism
    demographic information, drug patterns, lab results, past care, and other characteristics. A predictive model ... at how members evolve over time with episodes of care, and where others ended up based on this same trajectory ...

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    • Authors: Society of Actuaries
    • Date: Nov 2020
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
  • Predictive Analytics and Futurism, August 2020, Issue 26
    to personal property and auto insurance. Health care delivery is also starting to show signs of transfor- ... create volatility in health, retirement, long-term care, and life insurance markets. To navigate the emerging ...

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    • Authors: Society of Actuaries
    • Date: Aug 2020
    • Competency: External Forces & Industry Knowledge
    • Publication Name: Predictive Analytics and Futurism Newsletter
    • Topics: Predictive Analytics
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