{"id":null,"code":"DTEK0042","name":{"valueFi":"Acquisition and Analysis of Biosignals","valueEn":"Acquisition and Analysis of Biosignals","valueSv":"Acquisition and Analysis of Biosignals"},"credits":5.0,"minCredits":5,"maxCredits":5,"tags":[],"createdAt":1790534665490,"contentList":[{"title":{"valueFi":"Osaamistavoitteet","valueEn":"Learning outcomes","valueSv":""},"content":{"valueFi":"To learn about the origin of biosignals. To understand how sensor technology and information technology can be exploited in healthcare applications. To learn the principles of biosignal processing methods. To develop practical skills in biosignals acquisition and analysis by doing hands-on exercises.","valueEn":"To learn about the origin of biosignals. To understand how sensor technology and information technology can be exploited in healthcare applications. To learn the principles of biosignal processing methods. To develop practical skills in biosignals acquisition and analysis by doing hands-on exercises.","valueSv":"To learn about the origin of biosignals. To understand how sensor technology and information technology can be exploited in healthcare applications. To learn the principles of biosignal processing methods. To develop practical skills in biosignals acquisition and analysis by doing hands-on exercises."}},{"title":{"valueFi":"Sisältö","valueEn":"Content","valueSv":""},"content":{"valueFi":"In this course, we learn about different physiological signals, such as electrocardiogram (ECG), electroencephalogram (EEG), electromyogram (EMG), and photoplethysmogram (PPG). We learn the origin of the biosignals, how they are collected, what kind of sensor technology is required, and how they are analyzed. Signal processing techniques for different types of biosignals are discussed. These techniques include preprocessing (to remove artifacts), feature extraction, and vital signs detection. For example, we learn how to detect R-peaks in ECG signals and how to extract heart rate from PPG signals.","valueEn":"In this course, we learn about different physiological signals, such as electrocardiogram (ECG), electroencephalogram (EEG), electromyogram (EMG), and photoplethysmogram (PPG). We learn the origin of the biosignals, how they are collected, what kind of sensor technology is required, and how they are analyzed. Signal processing techniques for different types of biosignals are discussed. These techniques include preprocessing (to remove artifacts), feature extraction, and vital signs detection. For example, we learn how to detect R-peaks in ECG signals and how to extract heart rate from PPG signals.","valueSv":"In this course, we learn about different physiological signals, such as electrocardiogram (ECG), electroencephalogram (EEG), electromyogram (EMG), and photoplethysmogram (PPG). We learn the origin of the biosignals, how they are collected, what kind of sensor technology is required, and how they are analyzed. Signal processing techniques for different types of biosignals are discussed. These techniques include preprocessing (to remove artifacts), feature extraction, and vital signs detection. For example, we learn how to detect R-peaks in ECG signals and how to extract heart rate from PPG signals."}},{"title":{"valueFi":"Suoritustavat","valueEn":"Study methods","valueSv":""},"content":{"valueFi":"Lectures, Exercises, Group work, Written exam","valueEn":"Lectures, Exercises, Group work, Written exam","valueSv":""}},{"title":{"valueFi":"Toteutustavat","valueEn":"Course unit methods","valueSv":""},"content":{"valueFi":"Lectures (18h), Weekly reading assignment (18h), Studying the course materials (60h), Exercise sessions (8h), Exercise group work and meetings (24h), Writing exercise reports (7h)","valueEn":"Lectures (18h), Weekly reading assignment (18h), Studying the course materials (60h), Exercise sessions (8h), Exercise group work and meetings (24h), Writing exercise reports (7h)","valueSv":""}},{"title":{"valueFi":"Oppimateriaalit","valueEn":"Learning material","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Lisätiedot","valueEn":"Further information","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Kurssikirjallisuus","valueEn":"Literature","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Esitietovaatimukset","valueEn":"Qualifications","valueSv":""},"content":{"valueFi":"Basic mathematical and programming skills are required\r\nBasics of digital signal processing recommended but not required","valueEn":"Basic mathematical and programming skills are required\r\nBasics of digital signal processing recommended but not required","valueSv":""}},{"title":{"valueFi":"Arviointiasteikko","valueEn":"Assessment scale","valueSv":""},"content":{"valueFi":"0-5","valueEn":"0-5","valueSv":"0-5"}},{"title":{"valueFi":"Arviointikriteerit","valueEn":"Assessment criteria","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Arviointikriteerit 2","valueEn":"Assessment criteria 2","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Arviointikriteerit 3","valueEn":"Assessment criteria 3","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Arviointikriteerit 4","valueEn":"Assessment criteria 4","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Kielet","valueEn":"Languages","valueSv":""},"content":{"valueFi":"englanti","valueEn":"English","valueSv":"engelska"}},{"title":{"valueFi":"Taso","valueEn":"Level","valueSv":""},"content":{"valueFi":"Syventävät opinnot","valueEn":"Advanced Studies","valueSv":""}},{"title":{"valueFi":"Oppiaine","valueEn":"Subject","valueSv":""},"content":{"valueFi":"Lääketieteellinen tekniikka ja terveysteknologia","valueEn":"Biomedical Engineering and Health Technology","valueSv":"Biomedical Engineering and Health Technology"}},{"title":{"valueFi":"Vastuuhenkilöt","valueEn":"Person in charge","valueSv":""},"content":{"valueFi":"Tuukka Panula","valueEn":"Tuukka Panula","valueSv":"Tuukka Panula"}},{"title":{"valueFi":"Luokittelu","valueEn":"Classification","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}},{"title":{"valueFi":"Linkit","valueEn":"Links","valueSv":""},"content":{"valueFi":"","valueEn":"","valueSv":""}}]}