Biomedical Signal Processing Field of study: Medical Physics
Programme code: W4-S1FM19.2025

Module name: Biomedical Signal Processing
Module code: W4-FM-S1-6-23-30
Programme code: W4-S1FM19.2025
Semester: summer semester 2027/2028
Language of instruction: Polish
Form of verification: exam
ECTS credits: 3
Purpose and description of the content of education:
The aim of the course is to familiarize the student with methods of biomedical signal analysis. The lecture and practical sessions cover the following topics: Signal recording and sampling, digital representation of signals, two-dimensional signals Frequency representation of analog and digital signals Z-transform Signal filtering, digital filter design Event detection, basic pattern recognition methods Pattern recognition with a training set Projection methods, principal component analysis, cluster analysis.
List of modules that must be completed before starting this module (if necessary): not applicable
Learning outcome of the module Codes of the learning outcomes of the programme to which the learning outcome of the module is related [level of competence: scale 1-5]
Understands methods of representing biomedical signals. [E1]
 W04 [3/5] IW01 [3/5]
Has knowledge of vector and matrix calculus. [E2]
 W07 [3/5]
Has knowledge in the field of digital processing and analysis of biomedical signals. [E3]
 W09 [4/5] IW02 [4/5]
Can perform analysis of selected signals. [E4]
 U05 [4/5] U06 [4/5]
Can present the results of signal analysis in a concise manner, both orally and in writing. [E5]
 U01 [4/5] IU01 [4/5]
Can design a digital filter with specified characteristics. [E6]
 U05 [5/5] U06 [5/5] U07 [5/5] IU03 [5/5] IU04 [5/5]
Understands and can describe methods of representing biomedical signals along with their analysis techniques. [E7]
 W07 [5/5] IW02 [5/5]
Form of teaching Number of hours Methods of conducting classes Assessment of the learning outcomes Learning outcomes
lecture [FZ1] 30 Problem-based lecture [b01] 
Lecture-discussion [b02] 
Activating method – discussion / debate [b04] 
Activating method – seminar / proseminar [b05]  		exam E1 E2 E3
laboratory classes [FZ2] 15 Working with a computer [d01] 
Laboratory exercise / experiment [e01]  		course work E4 E5 E6 E7
The student's work, apart from participation in classes, includes in particular:
Name Category Description
Literature reading / analysis of source materials [a02] Preparation for classes
reading the literature indicated in the syllabus; reviewing, organizing, analyzing and selecting source materials to be used in class
Developing practical skills [a03] Preparation for classes
activities involving the repetition, refinement and consolidation of practical skills, including those developed during previous classes or new skills necessary for the implementation of subsequent elements of the curriculum (as preparation for class participation)
Getting acquainted with the syllabus content [b01] Consulting the curriculum and the organization of classes
reading through the syllabus and getting acquainted with its content
Implementation of an individual or group assignment necessary for course/phase/examination completion [c03] Preparation for verification of learning outcomes
a set of activities aimed at performing an assigned task, to be executed out of class, as an obligatory phase/element of the verification of the learning outcomes assigned to the course
Attachments
Module description (PDF)
Information concerning module syllabuses might be changed during studies.
Syllabuses (USOSweb)
Semester Module Language of instruction
(no information given)