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Article Title * Producing Actionable Insights from Predictive Models Built Upon Condensed Electronic Medical Records
different staff or even a different organization. EMR table structure is commonly even less standardized than ... 80 BMI (Recent Time-Weighted Average) U ni qu e Pa tie nt s Never Former Current 0 5,000 10,000 ...- Authors: Sheamus Parkes
- Date: Dec 2015
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions; Technical Skills & Analytical Problem Solving>Process and technique refinement
- Publication Name: Health Watch
- Topics: Economics>Health economics
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Calibrating Risk Score Model with Partial Credibility
“offset” variable that represented the original model’s risk score prediction. In a standard linear regression ... The specific error metrics are presented in the table below: Model Description Error Metric on Next Year ...- Authors: Sheamus Parkes, Brad Armstrong
- Date: Oct 2015
- Competency: Results-Oriented Solutions>Actionable recommendations; 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: Expanding Horizons
- Topics: Health & Disability>Health care; Health & Disability>Health insurance; Health & Disability>Health risks; Modeling & Statistical Methods>Bayesian methods; Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Estimation methods; Predictive Analytics
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Collaborative filtering for medical conditions
condition will be explored. DIABETES PATIENT The table in Figure 5 shows the input features and their respec- ... Diabetes mellitus without complication- Chronic The table in Figure 6 shows the top 10 highest-rated conditions ...- Authors: Sheamus Parkes, Benjamin Copeland
- Date: Dec 2016
- Competency: Technical Skills & Analytical Problem Solving>Innovative solutions
- Publication Name: Predictive Analytics and Futurism Newsletter
- Topics: Health & Disability>Health risks; Predictive Analytics
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Calibrating Risk Score Model with Partial Credibility
Calibrating Risk Score Model with Partial Credibility This article describes a method that can be ... The specific error metrics are presented in the table below: Model Description Error Metric on Next ...- Authors: Sheamus Parkes, Bradley Armstrong
- Date: Jul 2015
- Competency: 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: Predictive Analytics and Futurism Newsletter
- Topics: Health & Disability>Health care; Health & Disability>Health insurance; Modeling & Statistical Methods>Bayesian methods; Modeling & Statistical Methods>Data mining; Modeling & Statistical Methods>Estimation methods; Modeling & Statistical Methods>Regression analysis; Predictive Analytics