Stud.IP Uni Oldenburg
University of Oldenburg
10.05.2021 04:36:07
Lecture: 5.04.4207 Processing and analysis of biomedical data - Details
You are not logged into Stud.IP.

General information

Course name Lecture: 5.04.4207 Processing and analysis of biomedical data
Course number 5.04.4207
Semester Wintersemester 2020/2021
Current number of participants 35
expected number of participants 30
Home institute Institute of Physics
Courses type Lecture in category Teaching
First date Mon., 19.10.2020 08:00 - 10:00, Room: (online)
Type/Form V, Ü
Pre-requisites Basic signal processing, algebra knowledge
Performance record Exam or presentation or oral exam or homework or practical report
Lehrsprache englisch
ECTS points 6

Course location / Course dates

(online) Monday: 08:00 - 10:00, weekly (14x)
Thursday: 08:00 - 10:00, weekly (14x)
n.a. Fri., 12.02.2021 09:00 - 11:00

Module assignments


This course introduces basic concepts of statistics and signal processing and applies them to real-world examples of bio-medical data. In the second part of the course, recorded datasets are noise-reduced, analyzed, and discussed in views of which statistical tests and analysis methods are appropriate for the underlying data. The course forms a bridge between theory and application and offers the students the means and tools to set up and analyze their future datasets in a meaningful manner.

Normal distributions and significance testing, Monte-Carlo bootstrap techniques, Linear regression, Correlation, Signal-to-noise estimation, Principal component analysis, Confi-dence intervals, Dipole source analysis, Analysis of variance
Each technique is explained, tested and discussed in the exercises.