# Biomedical Data Science

## BMED-6480

Introduction of multivariate statistical methods to model and analyze recorded data from physiological systems in biomedical engineering. Statistical approaches related to applied multivariate statistics, classification, and regression. Associated linear methods include principal component analysis, Fisher discriminant analysis, partial least squares, canonical correlation analysis and their nonlinear counterparts. Descriptive tools include scatter diagrams, Hotelling’s T2 statistics and contribution plots. The course has a strong emphasis on biomedical applications.

4 credits
Cross-listed with:
BMED-4480 Biomedical Data Science
Prereqs:
none

# Past Term Data
Offered
Not Offered
Offered as Cross-Listing Only
No Term Data
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| Spring | Summer | Fall
--- | --- | --- | ---
| (Session 1) | (Session 2) |
2024 | Biomedical Data Science (4c) Uwe Kruger Seats Taken: 15/20 |  |
2023 | Biomedical Data Science (4c) Uwe Kruger Seats Taken: 19/20 |  |
2022 | Biomedical Data Science (4c) Uwe Kruger Seats Taken: 15/20 |  |
2021 | Biomedical Data Science (4c) Uwe Kruger Seats Taken: 13/10 |  |
2020 | Biomedical Data Science (4c) Uwe Kruger Seats Taken: 9/10 |  |
2019 | Biomedical Data Science (4c) Uwe Kruger Seats Taken: 19/10 |  |
2018 |  |  | Biomedical Fluid Mechanics (3c) Hisham S. Mohamed Seats Taken: 6/10
2017 |  |  | Biomedical Fluid Mechanics (3c) Hisham S. Mohamed Seats Taken: 7/10
2016 |  |  | Biomedical Fluid Mechanics (3c) Guohao Dai Seats Taken: 8/12
2015 |  |  | Biomedical Fluid Mechanics (3c) Guohao Dai Seats Taken: 3/12
2014 |  |  | Biomedical Fluid Mechanics (3c) Guohao Dai Seats Taken: 8/20
2013 |  |  | Biomedical Fluid Mechanics (3c) Guohao Dai Seats Taken: 5/20
2012 |  |  |
2011 |  |  |
2010 |  |  |
2009 |  |  |
2008 |  |  |
2007 |  |  |
2006 |  |  |
2005 |  |  |
2004 |  |  |
2003 |  |  |
2002 |  |  |
2001 | Adaptive Systems (3c) Murat Arcak Seats Taken: 1/30 |  |
2000 |  |  |
1999 |  |  |
1998 |  |  |