University of Colorado Boulder - Predictive Modeling and Transforming Clinical Practice 

Welcome to Predictive Modeling and Transforming Clinical Practice

Setting Expectations

Introduction to Clinical Prediction Models

Types of Clinical Prediction Models

Clinical Prediction Models

Operational Prediction Models

Financial Prediction Models

Developing Clinical Prediction Models

Introduction to Specialization Instructors

Course Policies

Accessing Course Data and Technology Platform

Week 1 Assessment

Ensuring Model Usability

Introduction to Qualitative Methods

Qualitative Methods: Choosing the Right Tool

Qualitative Methods: Population Selection

Qualitative Methods: Data Collection

Qualitative Methods: Data Analysis

Qualitative Methods for Transforming Clinical Practice

Introduction to Workflow Observations

Qualitative Project Introduction

Week 2 Assessment

Introduction to Clinical Prediction Model Implementation and Sustainability

Methods of Changing Clinical Practice

Fundamentals of Clinical Decision Support

Clinical Decision Support for Prediction Models

Sustainability of Clinical Prediction Models

Week 3 Assessment

Building Prediction Models

Clinical Data for Prediction Models

Clinical Prediction Models: Encounters

Clinical Prediction Models: Billing Data

Clinical Prediction Models: Laboratory Data

Clinical Prediction Models: Medications

Clinical Prediction Models: Clinical Observations

Clinical Prediction Models: Demographics, Health, Social, & Family History

Building a Clinical Prediction Model

Note about the Assessment

Building a Clinical Prediction Model - Try it Out For Yourself Exercise

Week 4 Assessment

Welcome to Practical Applications!