2023-02-10 04:02:50 +00:00
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BMED-6480 - Biomedical Data Science
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< meta property = "og:description" content = "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." >
2023-02-10 04:08:22 +00:00
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2023-02-10 04:02:50 +00:00
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Biomedical Data Science
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BMED-6480
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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.
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4 credits
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Cross-listed with:
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< a class = "course-pill" href = "BMED-4480.html" > BMED-4480 Biomedical Data Science< / a >
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Prereqs:
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none
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Past Term Data
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Offered
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Not Offered
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Offered as Cross-Listing Only
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No Term Data
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Simple View
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Detailed View
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< th > < / th >
< th class = "spring season-label" > Spring< / th >
< th class = "summer season-label" colspan = "2" > Summer< / th >
< th class = "fall season-label" > Fall< / th >
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< th colspan = "2" > < / th >
< th class = "summer2 midsum-label" > (Session 1)< / th >
< th class = "summer3 midsum-label" > (Session 2)< / th >
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< th class = "year" > 2023< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
Biomedical Data Science (4c)
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< ul class = "prof-list" >
< li > Uwe Kruger< / li >
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< span class = "course-capacity" >
Seats Taken: 21/20
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2022< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
Biomedical Data Science (4c)
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< ul class = "prof-list" >
< li > Uwe Kruger< / li >
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< span class = "course-capacity" >
Seats Taken: 15/20
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< / div >
< / td >
< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< tr >
< th class = "year" > 2021< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
Biomedical Data Science (4c)
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< ul class = "prof-list" >
< li > Uwe Kruger< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 13/10
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2020< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
Biomedical Data Science (4c)
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< ul class = "prof-list" >
< li > Uwe Kruger< / li >
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< span class = "course-capacity" >
Seats Taken: 9/10
< / span >
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< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall not-offered" >
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< tr >
< th class = "year" > 2019< / th >
< td class = "term spring offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
Biomedical Data Science (4c)
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< ul class = "prof-list" >
< li > Uwe Kruger< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 19/10
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< / td >
< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall not-offered" >
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< th class = "year" > 2018< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
Biomedical Fluid Mechanics (3c)
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< ul class = "prof-list" >
< li > Hisham S. Mohamed< / li >
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< span class = "course-capacity" >
Seats Taken: 6/10
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< th class = "year" > 2017< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
Biomedical Fluid Mechanics (3c)
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< ul class = "prof-list" >
< li > Hisham S. Mohamed< / li >
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< span class = "course-capacity" >
Seats Taken: 7/10
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< th class = "year" > 2016< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
Biomedical Fluid Mechanics (3c)
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< ul class = "prof-list" >
< li > Guohao Dai< / li >
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< span class = "course-capacity" >
Seats Taken: 8/12
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< th class = "year" > 2015< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
Biomedical Fluid Mechanics (3c)
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< ul class = "prof-list" >
< li > Guohao Dai< / li >
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< span class = "course-capacity" >
Seats Taken: 3/12
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< th class = "year" > 2014< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
Biomedical Fluid Mechanics (3c)
< / span >
< ul class = "prof-list" >
< li > Guohao Dai< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 8/20
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< th class = "year" > 2013< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
< / td >
< td class = "term fall offered" >
< div class = "view-container detail-view-container" >
< span class = "term-course-info" >
Biomedical Fluid Mechanics (3c)
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< ul class = "prof-list" >
< li > Guohao Dai< / li >
< / ul >
< span class = "course-capacity" >
Seats Taken: 5/20
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< th class = "year" > 2012< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2011< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2010< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2009< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2008< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2007< / th >
< td class = "term spring unscheduled" >
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< td colspan = "2" class = "term summer unscheduled" >
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< td class = "term fall not-offered" >
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