Jun 19, 2024  
Rensselaer Catalog 2022-2023 
Rensselaer Catalog 2022-2023 [Archived Catalog]

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BMED 6480 - Biomedical Data Science

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.

When Offered: Spring term annually.

Credit Hours: 4

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