AIMC Topic: Heart Rate Determination
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Heart Rate Variability Monitoring Based on Doppler Radar Using Deep Learning.
Sensors (Basel, Switzerland)
Mar 22, 2024
The potential of microwave Doppler radar in non-contact vital sign detection is significant; however, prevailing radar-based heart rate (HR) and heart rate variability (HRV) monitoring technologies often necessitate data lengths surpassing 10 s, lead...
Standardized motion detection and real time heart rate monitoring of aerobics training based on convolution neural network.
Preventive medicine
Jul 20, 2023
In order to make the teaching and training of aerobics more standardized, it is necessary to use scientific means to detect and monitor the movement standardization in teaching and training and the change of human heart rate in the training process, ...
Multi-stage SVM approach for cardiac arrhythmias detection in short single-lead ECG recorded by a wearable device.
Physiological measurement
Sep 13, 2018
OBJECTIVE: Use of wearable ECG devices for arrhythmia screening is limited due to poor signal quality, small number of leads and short records, leading to incorrect recognition of pathological events. This paper introduces a novel approach to classif...
A novel machine learning-enabled framework for instantaneous heart rate monitoring from motion-artifact-corrupted electrocardiogram signals.
Physiological measurement
Sep 28, 2016
This paper proposes a novel machine learning-enabled framework to robustly monitor the instantaneous heart rate (IHR) from wrist-electrocardiography (ECG) signals continuously and heavily corrupted by random motion artifacts in wearable applications....
High-Performance Personalized Heartbeat Classification Model for Long-Term ECG Signal.
IEEE transactions on bio-medical engineering
Mar 8, 2016
Long-term electrocardiogram (ECG) has become one of the important diagnostic assist methods in clinical cardiovascular domain. Long-term ECG is primarily used for the detection of various cardiovascular diseases that are caused by various cardiac arr...
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