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.
Este curso forma parte de Programa Especializado - Clinical Data Science
ofrecido por
Programa Especializado - Clinical Data ScienceSistema Universitario de ColoradoAcerca de este Curso
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Certificado para compartir
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100 % en línea
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Curso 5 de 6 en
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Nivel intermedio
Aprox. 11 horas para completar
Inglés (English)
Subtítulos: Inglés (English)
Certificado para compartir
Obtén un certificado al finalizar
100 % en línea
Comienza de inmediato y aprende a tu propio ritmo.
Curso 5 de 6 en
Fechas límite flexibles
Restablece las fechas límite en función de tus horarios.
Nivel intermedio
Aprox. 11 horas para completar
Inglés (English)
Subtítulos: Inglés (English)
ofrecido por
Sistema Universitario de 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 - Qué aprenderás en este curso
1 hora para completar
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 completar
8 videos (Total 27 minutos), 3 lecturas, 1 cuestionario
8 videos
Setting Expectations2m
Introduction to Clinical Prediction Models8m
Types of Clinical Prediction Models1m
Clinical Prediction Models5m
Operational Prediction Models2m
Financial Prediction Models1m
Developing Clinical Prediction Models3m
3 lecturas
Introduction to Specialization Instructors5m
Course Policies5m
Accessing Course Data and Technology Platform15m
1 ejercicio de práctica
Week 1 Assessment30m
3 horas para completar
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 completar
9 videos (Total 46 minutos)
9 videos
Introduction to Qualitative Methods3m
Qualitative Methods: Choosing the Right Tool3m
Qualitative Methods: Population Selection8m
Qualitative Methods: Data Collection10m
Qualitative Methods: Data Analysis4m
Qualitative Methods for Transforming Clinical Practice4m
Introduction to Workflow Observations4m
Qualitative Project Introduction2m
1 ejercicio de práctica
Week 2 Assessment30m
1 hora para completar
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 completar
5 videos (Total 28 minutos)
5 videos
Methods of Changing Clinical Practice5m
Fundamentals of Clinical Decision Support10m
Clinical Decision Support for Prediction Models3m
Sustainability of Clinical Prediction Models7m
1 ejercicio de práctica
Week 3 Assessment30m
2 horas para completar
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 completar
8 videos (Total 18 minutos), 2 lecturas, 2 cuestionarios
8 videos
Clinical Data for Prediction Models39s
Clinical Prediction Models: Encounters3m
Clinical Prediction Models: Billing Data1m
Clinical Prediction Models: Laboratory Data3m
Clinical Prediction Models: Medications4m
Clinical Prediction Models: Clinical Observations1m
Clinical Prediction Models: Demographics, Health, Social, & Family History3m
2 lecturas
Building a Clinical Prediction Model1h
Note about the Assessment2m
2 ejercicios de práctica
Building a Clinical Prediction Model - Try it Out For Yourself Exercise30m
Week 4 Assessment30m
Acerca de Programa especializado: Clinical Data Science
Are you interested in how to use data generated by doctors, nurses, and the healthcare system to improve the care of future patients? If so, you may be a future clinical data scientist!
Preguntas Frecuentes
¿Cuándo podré acceder a las lecciones y tareas?
¿Qué recibiré si me suscribo a este Programa especializado?
Is financial aid available?
¿Recibiré crédito universitario por completar el Curso?
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