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Biomedizinische Signalanalyse (BioSig)
- Dozentinnen/Dozenten
- Dr.-Ing. Felix Kluge, Prof. Dr. Björn Eskofier
- Angaben
- Vorlesung
2 SWS, ECTS-Studium, ECTS-Credits: 2,5, Sprache Englisch
Zeit und Ort: Di 8:30 - 10:00, H16
- Studienfächer / Studienrichtungen
- WF EEI-BA ab 5 (ECTS-Credits: 2,5)
WF EEI-MA ab 1 (ECTS-Credits: 2,5)
WF IuK-BA ab 5 (ECTS-Credits: 2,5)
WF CE-MA-TA-MT ab 1 (ECTS-Credits: 2,5)
WPF INF-MA ab 1 (ECTS-Credits: 2,5)
WF INF-BA ab 5 (ECTS-Credits: 2,5)
WF INF-BA-V-ME ab 5 (ECTS-Credits: 2,5)
WF INF-BA-V-MI ab 5 (ECTS-Credits: 2,5)
WPF MT-BA 5 (ECTS-Credits: 2,5)
WPF MT-MA-BDV ab 1 (ECTS-Credits: 2,5)
WPF MT-MA-MEL ab 1 (ECTS-Credits: 2,5)
WPF I2F-BA ab 4 (ECTS-Credits: 2,5)
WF ICT-MA ab 1 (ECTS-Credits: 2,5)
- Inhalt
- Im Rahmen der Vorlesung werden (a) die Grundlagen der Generation von wichtigen Biosignalen im menschlichen Körper (b) die Messung von Biosignalen und (c) Methoden zur Analyse von Biosignalen erläutert und dargestellt.
Studon Kurs: https://www.studon.fau.de/crs2688640.html
- ECTS-Informationen:
- Credits: 2,5
- Prerequisites
- The Biosig lectures and exercises do not have formal requirements.
However, we expect you to have some knowledge about the following topics:
Basics of Physiology and Anatomy (High-school level)
Basics of Electrical Engineering:
Basic math: Integration, Differentiation, Limits
Basics of Filtering:
Furthermore, some knowledge in the following topics will be beneficial to easily understand the content of the lecture:
Advanced filter concepts
z-plane math / z-transform / pole-zero plots
Frequency domain math / detailed understanding of Fourier transform and its properties
Laplace transform
Basics of Python (for the exercises)
If you want to refresh your knowledge on all aforementioned topics, we recommend the following lectures and online resources:
Note that some of them go beyond the requirements of this lecture for many topics! Signale und Systeme 1 Grundlagen der Anatomie und Physiologie für Medizintechniker Video Series: Intoduction to discrete Control (and further videos from this channel, as general introduction to filter and z-plane math) A visual introduction to Fourier Transform Udacity Python Course
Course materials from the Stanford "Introduction to Scientific Python"
- Contents
- This lecture presents the fundamentals of (a) the generation of biosignals of the human body, (b) measurement of those biosignals, and (c) methods for the analysis of biosignals.
Studon course: https://www.studon.fau.de/crs2688640.html
- Zusätzliche Informationen
- Erwartete Teilnehmerzahl: 80, Maximale Teilnehmerzahl: 100
www: https://www.mad.tf.fau.de/teaching/courses/lv_id/41160327&sem=2019w/
- Zugeordnete Lehrveranstaltungen
- UE: Biomedizinische Signalanalyse Übung
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www: https://www.mad.tf.fau.de/teaching/courses/lv_id/41160327&sem=2019w/
- Verwendung in folgenden UnivIS-Modulen
- Startsemester WS 2019/2020:
- Biomedizinische Signalanalyse (BioSig)
- Institution: Lehrstuhl für Informatik 14 (Maschinelles Lernen und Datenanalytik)
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