ECG signal reconstruction via Doppler sensor by hybrid deep learning model with CNN and LSTM

K Yamamoto, R Hiromatsu, T Ohtsuki - Ieee access, 2020 - ieeexplore.ieee.org
An Electrocardiogram (ECG) is a typical method used to detect heartbeat, and an ECG
signal analysis enables the detection of some heart diseases. However, the ECG-based …

Standalone systolic profile detection of non-contact SCG signal with LSTM network

Y Li, Z Xia, Y Zhang - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
This research aims to propose a standalone systolic profile (SP) detection method that could
locate systolic profiles without referring to concurrent R-peaks of electrocardiogram (ECG) …

High-Precision Railway Fastener Detecting via Deep Learning Radar for Intelligent Train Positioning

Y Sun, J Li, C Yang, P Hu, J Zhang… - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
This article introduces FC-Radio, a novel method for real-time detection of railway fasteners
traversed using millimeter-wave (MMW) radar, effectively determining a train's relative …

Transforming seismocardiograms into electrocardiograms by applying convolutional autoencoders

M Haescher, F Höpfner, W Chodan… - ICASSP 2020-2020 …, 2020 - ieeexplore.ieee.org
Electrocardiograms constitute the key diagnostic tool for cardiologists. While their diagnostic
value is yet unparalleled, electrode placement is prone to errors, and sticky electrodes pose …

Non-contact reconstruction of ECG signals using FMCW radar and SS-S2SA network

R Cui, W Cui, Y Cai, Y Yan - IEICE Transactions on …, 2024 - ieeexplore.ieee.org
The electrocardiogram (ECG) signals P-wave, QRS wave and T-wave all reflect the activity
of the heart, and the analysis of ECG signals can provide basic information for the diagnosis …

[PDF][PDF] Remote Sensing of Cardiac Activity Based on Signal Reconstruction with Deep Learning

K Yamamoto - 2021 - koara.lib.keio.ac.jp
Remote sensing of cardiac activity based on signal reconstruction with deep learning (本文)
Page 1 Remote Sensing of Cardiac Activity Based on Signal Reconstruction with Deep …

[PDF][PDF] Extraction of Vital Signs from Vibration Signals

RG Näf - prg.inf.unibe.ch
Sleep monitoring is essential for health tracking and well-being assessment, but the
discomfort caused by body-attached devices during sleep highlights the need for non …

Non-invasive type ecg monitoring device and method

JG KO, JY Park - US Patent App. 17/376,395, 2022 - Google Patents
An electrocardiogram (ECG) monitoring device includes a vibration sensor unit configured to
detect a vibration trans ferred through an instrument in a non-contact and non invasive …