Artificial Intelligence

in

Medicine

   course  

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Stream A

Introduction to Artificial Intelligence in Medicine

Designed for those in medicine who are interested in learning more about how Artificial Intelligence can be used in their field

Stream B

Introduction to Medicine and Medical Data

Designed for those in Computing Sciences interested in how Artificial Intelligence can be applied to the field of Medicine

Workshops

Learn to use Artificial Intelligence

Designed for beginners who have some coding experience but have never used Python's Keras Library before

*Registration for the live lecture and workshop series is now closed. For access to the live lectures, please contact us at ualberta@aimss.ca Otherwise, previous recorded lectures and workshops can be found below.  

Introduction to

AI in Medicine

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Stream A

Slides

Stream B

Introduction to

AI & Neural Networks

Slides
Quiz

Assessing

Performance

Slides
Quiz

AI and Medical

Data Types

Slides
Quiz

Flow of Information in Patient Care

Slides
Quiz

Domains of Medicine

Data Types I

Slides
Quiz
 
 
 
 
 
 
 

Workshops

Introduction to Python

Slides
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Code
Data

Your First Neural Network:

an Introduction to Keras

Slides
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Code
Data

Optimization Strategies

Slides
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Code
Data

Detecting COVID-19

Pneumonia from XRay

Slides
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Code
Data
 
 
 
 
 
 
 

Resources

Neural Network Playground

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matplotlib: Graphing with Python

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sklearn: Machine Learning in Python