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Artificial Intelligence
in
Medicine
curriculum
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
Live Schedule (2021)
Intro to AI and Medicine (Jan 23)
Flow of information in patient care (Jan 30)
Domains of medicine & data types 1 (Feb 13)
Domains of medicine & data types 2 (Feb 27)
Domains of medicine & data types 3 (Mar 13)
Healthcare logistics (Mar 27)
Future of AI, now what? (April 10)
Workshops
Learn to use Artificial Intelligence
Designed for beginners who have some coding experience but have never used Python's Keras Library before
Live Schedule (2021)
-
Your first NN - intro to keras (Feb 24)
-
Putting it all together: Detecting COVID pneumonia from XRay (Apr 7)
*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
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
Intro to AI in medcine Anchor
Neural Nets and Patient Care
woking with data and data types1
Domains of med 2
A4-B4
A5-B5
Outro
Workshops
intro to python
cloud comp and google cola
keras intro
Data Pre-Processing
W5
W6
W7
Resources
Neural Network Playground
matplotlib: Graphing with Python
sklearn: Machine Learning in Python
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