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.
oferecido por
Predictive Modeling and Transforming Clinical Practice
Sistema de Universidades do ColoradoUniversidade do ColoradoInformações sobre o curso
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Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Prazos flexíveis
Redefinir os prazos de acordo com sua programação.
Nível intermediário
Aprox. 11 horas para completar
Inglês
Legendas: Inglês
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Prazos flexíveis
Redefinir os prazos de acordo com sua programação.
Nível intermediário
Aprox. 11 horas para completar
Inglês
Legendas: Inglês
oferecido por
Sistema de Universidades do ColoradoUniversidade do Colorado
The University of Colorado is a recognized leader in higher education on the national and global stage. We collaborate to meet the diverse needs of our students and communities. We promote innovation, encourage discovery and support the extension of knowledge in ways unique to the state of Colorado and beyond.
Programa - O que você aprenderá com este curso
1 hora para concluir
Introduction: Clinical Prediction Models
Learn about the many types of clinical prediction models that exist and how they are put into practice.
1 hora para concluir
8 vídeos (Total 27 mín.), 3 leituras, 1 teste
8 videos
Setting Expectations2min
Introduction to Clinical Prediction Models8min
Types of Clinical Prediction Models1min
Clinical Prediction Models5min
Operational Prediction Models2min
Financial Prediction Models1min
Developing Clinical Prediction Models3min
3 leituras
Introduction to Specialization Instructors5min
Course Policies5min
Accessing Course Data and Technology Platform15min
1 exercício prático
Week 1 Assessment30min
3 horas para concluir
Tools: Ensuring Model Usability
Understand how qualitative methods can be used to develop clinical prediction models that are more likely to transform clinical practice.
3 horas para concluir
9 vídeos (Total 46 mín.)
9 videos
Introduction to Qualitative Methods3min
Qualitative Methods: Choosing the Right Tool3min
Qualitative Methods: Population Selection8min
Qualitative Methods: Data Collection10min
Qualitative Methods: Data Analysis4min
Qualitative Methods for Transforming Clinical Practice4min
Introduction to Workflow Observations4min
Qualitative Project Introduction2min
1 exercício prático
Week 2 Assessment30min
1 hora para concluir
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 time.
1 hora para concluir
5 vídeos (Total 28 mín.)
5 videos
Methods of Changing Clinical Practice5min
Fundamentals of Clinical Decision Support10min
Clinical Decision Support for Prediction Models3min
Sustainability of Clinical Prediction Models7min
1 exercício prático
Week 3 Assessment30min
2 horas para concluir
Techniques: Data Selection, Model Building, and Evaluation
Understand 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.
2 horas para concluir
8 vídeos (Total 18 mín.), 2 leituras, 2 testes
8 videos
Clinical Data for Prediction Models39s
Clinical Prediction Models: Encounters3min
Clinical Prediction Models: Billing Data1min
Clinical Prediction Models: Laboratory Data3min
Clinical Prediction Models: Medications4min
Clinical Prediction Models: Clinical Observations1min
Clinical Prediction Models: Demographics, Health, Social, & Family History3min
2 leituras
Building a Clinical Prediction Model1h
Note about the Assessment2min
2 exercícios práticos
Building a Clinical Prediction Model - Try it Out For Yourself Exercise30min
Week 4 Assessment30min
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