# BMED-6480: Biomedical Data Science

# 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) |

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

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2001

Adaptive Systems (3c)

- Murat Arcak

Seats Taken: 1/30

2000 |  |  |
1999 |  |  |
1998 |  |  |