CSCI5526
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CSCI 5526 - Machine Learning for Healthcare: Concepts and Applications (3 Cr.)
Course description
Introduction to machine learning (ML) in healthcare with focus on various health data modalities, ML paradigms, and the unique challenges of health applications. Topics include risk stratification, disease progression models, diagnosis, prognosis, subtype discovery, medical image analysis, and clinical text mining. Course includes coding exercises using real-world health data and a final project.
PreReqs: CSCI 4521 OR 5521 OR 5523 OR Instructor Consent
PreReqs: CSCI 4521 OR 5521 OR 5523 OR Instructor Consent
Minimum credits
3
Maximum credits
3
Is this course repeatable?
No
Grading basis
OPT - Student Option
Lecture
Requirements
013533
Fulfills the writing intensive requirement?
No
Typically offered term(s)
Periodic Fall & Spring