Analysis and interpretation of biological data
FEKT-NABDAcad. year: 2019/2020
Electrocardiography (ECG): ECG signal – generation, leads, filtering of ECG signals, detection of QRS complex and delineation of ECG signals, compression of ECG signals, Heart Rate Variability (HRV) analysis.
Electroencephalography (EEG): Signal acquisition, pre-processing and artefacts removal, spectral analysis, sleep EEG.
Genomic signals: DNA sequence transformation and processing, phase representation
Learning outcomes of the course unit
Design and implementation of methods for preprocessing, analysis and interpretation of the most important biological signals.
The subject knowledge on the Bachelor´s degree level is requested.
Recommended optional programme components
Recommended or required reading
Svatoš,J.: Biologické signály I, geneze, zpracování a analza. Skriptum ČVUT, Praha 1992. (CS)
Tompkins, W.J.: Biomedical Digital Signal Processing, C-Language Examples and Laboratory Experiments for IBM PC. Prantice-Hall, Englewood Cliffs, 1993. (EN)
Bronzino, J.D. (Ed.): The Biomedical Engineering Handbook. CRC Press, 1995. (EN)
Rangayyan,R.M.: Biomedical Signal Analysis. IEEE Press, John Wiley &Sons, 2002. (EN)
Planned learning activities and teaching methods
Teaching methods depend on the type of course unit as specified in the article 7 of BUT Rules for Studies and Examinations.
Assesment methods and criteria linked to learning outcomes
Requirements for completion of a course are specified by a regulation issued by the lecturer responsible for the course and updated for every.
Language of instruction
The course provides in-depth treatment of analysis, processing and interpetation of biological signals, namely signals of the cardiovascular system and neurophysiological signals.
Specification of controlled education, way of implementation and compensation for absences
The content and forms of instruction in the evaluated course are specified by a regulation issued by the lecturer responsible for the course and updated for every academic year.