M2ECG: Wearable Mechanocardiograms to Electrocardiogram Estimation Using Deep Learning

M2ECG: Wearable Mechanocardiograms to Electrocardiogram Estimation Using Deep Learning

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 accelerometer and gyroscope, respectiv...

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Bibliographic Details
Main Authors: Malisha Islam Tapotee, Purnata Saha, Sakib Mahmud, Abdulrahman Alqahtani, Muhammad E. H. Chowdhury
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Mechanocardiogram (MCG)
electrocardiogram (ECG)
seismocardiogram (SCG)
gyrocardiogram (GCG)
SA-UNet
1D-segmentation
Online Access:https://ieeexplore.ieee.org/document/10398172/

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