Naslov
Enriching Heart Monitoring with Accelerometer Data

Autori
Grubišić, Ivan ; Davidović, Davor ; Medved Rogina, Branka ; Depolli, Matjaž ; Mohorčič, Miha ; Trobec, Roman

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
2019 42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) / - : Institute of Electrical and Electronics Engineers (IEEE), 2019, 309-313

Skup
42nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2019)

Mjesto i datum
Opatija, Hrvatska, 20.05.2019. - 24.05.2019

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
ECG ; accelerometer ; signal ; processing ; healthcare

Sažetak
Information communication technologies can support physicians for more effective and improved quality of diagnoses. A lot of available medical data from body sensors and advanced medical devices have to be preprocessed and analysed with efficient methods. We propose an enhancement of an existing ECG signal, e. g. from a wearable ECG device, with accelerometer data. The feasibility study aims to extract and recognise a patient’s pose and activity from accelerometer data that is added to a standard ECG body sensor. The time-aligned ECG and accelerometer data are fused to add valuable information for the interpretation program. The proposed accelerometer data processing method provides information about the patient activity, besides the ECG data. A physician or an interpretation program have further insight into whether the change in heart rate is caused by the irregular heartbeats or by the patient’s movement activity. We have validated the proposed methodology on real measurements with ECG and accelerometer data.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Kliničke medicinske znanosti

POVEZANOST RADA