Predictive Modeling and Transforming Clinical Practice

Welcome to Predictive Modeling and Transforming Clinical Practice, where you'll embark on a journey to understand the essentials of clinical prediction models. Gain insights into the various types of clinical prediction models, including operational and financial models, and learn how to develop them effectively. This module provides a solid foundation for the subsequent modules and the practical application of predictive modeling in clinical practice.

Delve into the crucial aspect of ensuring model usability through qualitative methods. Learn to choose the right tools, select the appropriate population, collect and analyze data, and observe workflows. This module equips participants with the knowledge and skills necessary to ensure the practical application and usability of predictive models within the clinical setting.

Gain an understanding of the methods for implementing and sustaining clinical prediction models. Explore the fundamentals of clinical decision support and the various techniques for changing clinical practice. This module provides essential insights into the successful implementation and sustainability of predictive models in clinical settings.

Explore the intricate process of data selection, model building, and evaluation in the context of clinical prediction models. Understand the significance of clinical data such as encounters, billing data, laboratory data, medications, and more in building effective predictive models. Participants will also engage in practical exercises to apply their knowledge and skills in building and evaluating clinical prediction models.

Embark on practical applications by diving into the development of a clinical prediction model. This module provides a comprehensive overview of the practical aspects of building and implementing predictive models in clinical practice, allowing participants to gain hands-on experience and insights into the real-world application of predictive modeling.