Comparison of Three Prototypes of PPG Sensors for Continual Real-Time Measurement in Weak Magnetic Field

Article Medicine, General & Internal

An Embedded System Using Convolutional Neural Network Model for Online and Real-Time ECG Signal Classification and Prediction

Wahyu Caesarendra et al.

Summary: This paper presents an automatic ECG signal classification system using a Deep Learning (DL) model. The model achieved a training accuracy of 95% using a Convolutional Neural Network (CNN) to classify and predict four types of ECG signals. The predictive model was then embedded in an NVIDIA Jetson Nanoprocessor for real-time classification of ECG waveforms.

DIAGNOSTICS (2022)

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Article Chemistry, Analytical

Wavelet Analysis and Self-Similarity of Photoplethysmography Signals for HRV Estimation and Quality Assessment

Alexander Neshitov et al.

Summary: The paper introduces an algorithm for heart rate variability estimation using photoplethysmography, which is able to effectively detect peaks and identify corrupted signal parts, demonstrating good accuracy in peak-to-peak intervals detection and HRV metric estimation.

SENSORS (2021)

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Article Engineering, Biomedical