Predictive Modeling and Transforming Clinical Practice
Posted By CluztersOps1April 15, 2021431 views 1 like
This course teaches you the fundamentals of transforming clinical practice using predictive models. This course examines specific challenges and methods of clinical implementation, that clinical data scientists must be aware of when developing their predictive models.MODULES:Introduction: Clinical... moreThis course teaches you the fundamentals of transforming clinical practice using predictive models. This course examines specific challenges and methods of clinical implementation, that clinical data scientists must be aware of when developing their predictive models.MODULES:Introduction: Clinical Prediction Models:Learn about the many types of clinical prediction models that exist and how they are put into practiceTools: Ensuring Model Usability:Understand how qualitative methods can be used to develop clinical prediction models that are more likely to transform clinical practice.Techniques: Model Implementation and Sustainability:Learn about the different tools that are used to implement clinical prediction models in practice and the factors that affect implementations over timeTechniques: Data Selection, Model Building, and EvaluationUnderstand how the different types of clinical data can be used in prediction models and learn how choices made during model construction affect the utility of the model in practice.Practical Application: Developing a Clinical Prediction ModelPut your new skills to the test - develop a clinical prediction model to asses risk of death during a stay in an Intensive Care Unit (ICU) stay
