Modeling in the Healthcare Industry - A Collaborative Approach

Explore healthcare industry modeling techniques in this 43-minute conference talk from ODSC Boston 2015. Discover how Evariant partners with DataRobot for multivariate predictive analytics, leveraging high-end data science tools in healthcare. Learn about propensity models, evolving solutions, and model inputs for cardiology and consumer models. Examine predictive drivers, model performance, and testing methods. Gain insights into best practices for targeted marketing campaigns, including a case study on breast cancer screening. Access accompanying slides for a comprehensive understanding of collaborative approaches to healthcare modeling.

Intro
Abstract
Overview of Evariant/Propensity Models
Types of Models
Evolving Solutions
Model Inputs/Parameters
Marital Status - Cardiology
Top Mosaics - Cardiology
Sample - Predictive Drivers - Cardiology - Consumer Model
Sample: Model Performance and Testing
Best Practices
Using a Model for Targeted Marketing Campaign Breast Cancer Screening