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Using Predictive Modeling to Risk-Adjust Primary Care Panel
Using Predictive Modeling to Risk-Adjust Primary Care Panel This article discusses techniques used to ... create risk scores to help determine appropriate primary care panel sizes for a provider organization. Predictive ...- Authors: Anders Larson
- Date: Jun 2017
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Health & Disability>Payment models; Predictive Analytics
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2023-optimal-care-manage
Renal disease is a very heterogenous medical condition whose end state is dialysis, ... medical cost drivers in USA. Insufficient and improper care management in the early stages of CKD (chronic kidney ...- Date: Apr 2024
- Competency: Results-Oriented Solutions; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
- Topics: Experience Studies & Data; Modeling & Statistical Methods; Predictive Analytics
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Health Care Insights
Health Care Insights The SOA provides information about the actuarial career path in health care and predictive ... economics;health care quality;health insurance;health care costs How Actuaries are Changing Health Care with Predictive ...- Authors: Society of Actuaries
- Date: Apr 2016
- Competency: Communication>Persuasive communication; External Forces & Industry Knowledge>Actuarial methods in business operations; Professional Values>Practice expertise; Strategic Insight and Integration>Big picture view
- Topics: Actuarial Profession>Alternative careers; Health & Disability>Health care; Predictive Analytics
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Health Care (Pricing) Reform
Health Care (Pricing) Reform This article discusses the use of parametric distributions to model health ... health care cost. ;; Model validation; Modeling efficiency; Sensitivity testing; Complexity science 4294991590 ...- Authors: Syed Mehmud
- Date: May 2012
- Competency: Technical Skills & Analytical Problem Solving
- Publication Name: Health Watch
- Topics: Modeling & Statistical Methods>Estimation methods; Predictive Analytics
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Better Care Through Understanding the Customer Not Just the Patient
As actuaries in health care, we spend most of our time focused on reviewing claims, enrollment and clinical ... information is captured while patients are in health care facilities. Yet most people spend only a small fraction ...- Authors: James Dolstad, Craig Cartossa, Justin Hartmann
- Date: Dec 2021
- Competency: Results-Oriented Solutions; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
- Publication Name: Health Watch
- Topics: Health & Disability; Health & Disability>Health care; Health & Disability>Health care quality; Health & Disability>Health insurance; Health & Disability>Health risks; Health & Disability>Payment models; Predictive Analytics; Health & Disability>Provider networks; Health & Disability>Provider risk; Predictive Analytics>Modeling techniques
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Yi-Ling Lin: SOA Predictive Analytics Program Prepares You for Health Care’s Future
Predictive Analytics Program Prepares You for Health Care’s Future Yi-Ling Lin, FSA, MAAA, FCA, started the ... and predictive modeling is having on the health care industry predictive analytics certificate program ...- Authors: Society of Actuaries
- Date: Nov 2019
- Topics: Health & Disability; Health & Disability>Chronic health management - Health & Disability; Health & Disability>Health care; Health & Disability>Health care quality; Health & Disability>Health information technology; Health & Disability>Health insurance; Health & Disability>Health risks; Health & Disability>Payment models; Predictive Analytics; Health & Disability>Affordable Care Act (ACA); Health & Disability>Association Health Plans; Health & Disability>Claims - Health & Disability; Health & Disability>Provider networks; Health & Disability>Provider risk; Predictive Analytics>Modeling techniques; Predictive Analytics>Programming languages & tools; Health & Disability>Electronic medical record
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2021 Life Meeting - Session 8A: Use of Electronic Health Records in the Assessment of Life and Health Risks 9.1.21 Recording
As more and more health care providers move towards electronic storage of health records, a huge collection ...- Authors: Society of Actuaries
- Date: Sep 2021
- Competency: Strategic Insight and Integration
- Topics: Global Perspectives; Health & Disability; Life Insurance; Predictive Analytics; Public Policy
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Using Unsupervised Learning Techniques to Identify Structure in Unlabeled Data
Analyzing large quantities of raw ... complex data is often a challenge in the health care industry. During this webcast, there will be a demonstration ...- Authors: Ramzi Abujamra
- Date: Aug 2021
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Health & Disability; Predictive Analytics; Social Insurance
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Session 074: Using Predictive Analytics to Prescribe Care
Session 074: Using Predictive Analytics to Prescribe Care The advent of machine learning algorithms has taken ... a specific intervention of care. In practice, the recommendation of a care plan goes beyond just attributing ...- Authors: Johann Leida, Joseph Charles Long, Joseph Michael Dorocak , Donald Michael McLellan
- Date: May 2019
- Competency: Technical Skills & Analytical Problem Solving
- Topics: Health & Disability>Health risks; Predictive Analytics
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The State of Predictive Analytics in U.S. Health care
The State of Predictive Analytics in U.S. Health care Health care predictive analytics varies ... State of Predictive Analytics in U.S. Health care Health care predictive analytics varies between payers ...- Authors: Marilyn Medved McGaffin
- Date: Nov 2016
- Competency: External Forces & Industry Knowledge>Actuarial methods in business operations; Technical Skills & Analytical Problem Solving>Problem analysis and definition
- Publication Name: Health Watch
- Topics: Health & Disability>Health risks; Predictive Analytics