M2ECG: Wearable Mechanocardiograms to Electrocardiogram Estimation Using Deep Learning

M2ECG: Wearable Mechanocardiograms to Electrocardiogram Estimation Using Deep Learning

<p dir="ltr">Chest surface vibrations induced by cardiac activities can provide valuable insights into various heart conditions. Seismocardiogram (SCG) and Gyrocardiogram (GCG) signals, collectively referred to as Mechanocardiograms (MCG) and collected using a chest-mounted accelerom...

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Bibliographic Details
Main Author: Malisha Islam Tapotee (21633152) (author)
Other Authors: Purnata Saha (17823467) (author), Sakib Mahmud (15302404) (author), Abdulrahman Alqahtani (6056309) (author), Muhammad E. H. Chowdhury (14150526) (author)
Published: 2024
Subjects:
Biomedical and clinical sciences
Cardiovascular medicine and haematology
Engineering
Biomedical engineering
Mechanocardiogram (MCG)
electrocardiogram (ECG)
seismocardiogram (SCG)
gyrocardiogram (GCG)
SA-UNet
1D-segmentation
heart rate (HR)
heart rate variability (HRV)
Electrocardiography
Heart rate variability
Heart
Heart rate
Monitoring
Biomedical monitoring
Estimation
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