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52056-01 - Lecture with practical courses: Programming and Statistics for Medical Data Analysis 4 CP

Semester fall semester 2022
Course frequency Every fall sem.
Lecturers Philippe Claude Cattin (philippe.cattin@unibas.ch, Assessor)
Pablo Sinues (pablo.sinues@unibas.ch)
Content The goal of the first block of this course is to (1) identify and explain basic statistical principles that are widely applicable to the analysis biomedical data and (2) show how these principles can be translated into practice using MATLAB as the programming environment. Covered topics will include probability distributions, error bars and confidence intervals, statistical significance, regression, correlation and multivariate analysis.
Bibliography Martinez, W. L.; Martinez, A. R.; Solka, J. L., Exploratory data analysis with MATLAB. Third edition. ed.; CRC Press/Taylor & Francis Group: Boca Raton, 2017
Attaway, S., MATLAB : a practical introduction to programming and problem solving. 2nd ed. ed.; Amsterdam : Elsevier/Butterworth-Heinemann: 2012.
Vidakovic, B., Statistics for Bioengineering Sciences: With MATLAB and WinBUGS Support. Springer: 2011.

Weblink DBE

 

Admission requirements Students should have some familiarity with basic statistics and should have access to MATLAB. Prior programming experience is helpful but not necessary
Language of instruction English
Use of digital media No specific media used

 

Interval Weekday Time Room
wöchentlich Tuesday 13.15-15.00 Gewerbestrasse 14, Vorlesungsraum DBE 14.03.002

Dates

Date Time Room
Tuesday 20.09.2022 13.15-15.00 Gewerbestrasse 14, Vorlesungsraum DBE 14.03.002
Tuesday 27.09.2022 13.15-15.00 Gewerbestrasse 14, Vorlesungsraum DBE 14.03.002
Tuesday 04.10.2022 13.15-15.00 Gewerbestrasse 14, Vorlesungsraum DBE 14.03.002
Tuesday 11.10.2022 13.15-15.00 Gewerbestrasse 14, Vorlesungsraum DBE 14.03.002
Tuesday 18.10.2022 13.15-15.00 Gewerbestrasse 14, Vorlesungsraum DBE 14.03.002
Tuesday 25.10.2022 13.15-15.00 Gewerbestrasse 14, Vorlesungsraum DBE 14.03.002
Tuesday 01.11.2022 13.15-15.00 Gewerbestrasse 14, Vorlesungsraum DBE 14.03.002
Tuesday 08.11.2022 13.15-15.00 Gewerbestrasse 14, Vorlesungsraum DBE 14.03.002
Tuesday 15.11.2022 13.15-15.00 Gewerbestrasse 14, Vorlesungsraum DBE 14.03.002
Tuesday 22.11.2022 13.15-15.00 Gewerbestrasse 14, Vorlesungsraum DBE 14.03.002
Tuesday 29.11.2022 13.15-15.00 Gewerbestrasse 14, Vorlesungsraum DBE 14.03.002
Tuesday 06.12.2022 13.15-15.00 Gewerbestrasse 14, Vorlesungsraum DBE 14.03.002
Tuesday 13.12.2022 13.15-15.00 Gewerbestrasse 14, Vorlesungsraum DBE 14.03.002
Tuesday 20.12.2022 13.15-15.00 Gewerbestrasse 14, Vorlesungsraum DBE 14.03.002
Modules Module: Mathematics (Master's Studies: Biomedical Engineering)
Assessment format record of achievement
Assessment details continuous assessment (Implementation of 80% of practical course work)
There will be several programming assignments to be accomplished individually.
Assessment registration/deregistration Reg.: course registration, dereg: cancel course registration
Repeat examination one repetition, best attempt counts
Scale Pass / Fail
Repeated registration as often as necessary
Responsible faculty Faculty of Medicine
Offered by Departement Biomedical Engineering (DBE)

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