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Journal ArticleDOI

A Real-Time QRS Detection Algorithm

TLDR
A real-time algorithm that reliably recognizes QRS complexes based upon digital analyses of slope, amplitude, and width of ECG signals and automatically adjusts thresholds and parameters periodically to adapt to such ECG changes as QRS morphology and heart rate.
Abstract
We have developed a real-time algorithm for detection of the QRS complexes of ECG signals. It reliably recognizes QRS complexes based upon digital analyses of slope, amplitude, and width. A special digital bandpass filter reduces false detections caused by the various types of interference present in ECG signals. This filtering permits use of low thresholds, thereby increasing detection sensitivity. The algorithm automatically adjusts thresholds and parameters periodically to adapt to such ECG changes as QRS morphology and heart rate. For the standard 24 h MIT/BIH arrhythmia database, this algorithm correctly detects 99.3 percent of the QRS complexes.

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Citations
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Journal ArticleDOI

Heart rate variability in hypoxic ischemic encephalopathy: correlation with EEG grade and 2-y neurodevelopmental outcome.

TL;DR: Heart rate variability in neonatal hypoxic ischemic encephalopathy is associated with EEG grade of HIE and neurodevelopmental outcome and has potential as a prognostic tool to complement EEG.
Journal ArticleDOI

Non-invasive Fetal ECG Signal Quality Assessment for Multichannel Heart Rate Estimation

TL;DR: An online approach that dynamically assess the quality of NI-FECG to improve fetal heart rate (FHR) estimation and multichannel FHR estimation is presented and is able to reliably reflect changes of signal quality and can be used in improving F HR estimation.
Journal ArticleDOI

VLSI Friendly ECG QRS Complex Detector for Body Sensor Networks

TL;DR: A very-large-scale integration (VLSI) friendly electrocardiogram (ECG) QRS detector for body sensor networks by a mathematical morphological method and the multipixel modulus accumulation is employed to act as a low-pass filter to enhance the QRS complex and improve the signal-to-noise ratio.
Journal ArticleDOI

Assurance of Energy Efficiency and Data Security for ECG Transmission in BASNs

TL;DR: This study investigates the properties of compressed ECG data for energy saving as an effort to devise a selective encryption mechanism and a two-rate unequal error protection (UEP) scheme and demonstrates a higher transmission quality and security measured in terms of wavelet-based weighted percent root-mean-squared difference.
Patent

System and method for pain monitoring using a multidimensional analysis of physiological signals

TL;DR: In this article, a method and system for pain classification and monitoring optionally in a subject that is an awake, semi-awake or sedated subject is presented, which can be used to classify the subject's pain.
References
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Journal ArticleDOI

Software QRS detection in ambulatory monitoring--a review.

TL;DR: This review asserts that most one-channel QRS detectors described in the literature can be considered as having the same basic structure and a discussion of some of the current detection schemes is presented.
Journal ArticleDOI

Optimal QRS detector.

TL;DR: The problem of detecting the QRS complex in the presence of noise was analysed and an optimised threshold criterion based on FP/FN was developed.
Journal ArticleDOI

Automated High-Speed Analysis of Holter Tapes with Microcomputers

TL;DR: An automated Holtes scanning system based on two microcomputers that detects QRS complexes and measures the QRS durations using computations of first and second derivatives, and can process Holter tapes at 60 times real time and produce printed summaries and 24 h trend plots.
Journal ArticleDOI

Online digital filters for biological signals: some fast designs for a small computer.

TL;DR: The possibilities for extending the class of lowpass recursive digital filters to include high pass, bandpass, and bandstop filters are described, and experience with a PDP 11 computer has shown that these filters may be programmed simply using machine code, and that online operation at sampling rates up to about 8 kHz is possible.
Journal ArticleDOI

A robust-digital QRS-detection algorithm for arrhythmia monitoring

TL;DR: In this paper a new robust single lead QRS-detection algorithm is presented, allowing real-time applications and results are presented.
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