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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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TL;DR: To evaluate the fetal R detector, 10 multichannel records were used and it was obtained a 88.83% of sensitivity and a 91.32% of positive prediction value, which will probably allow improving the obtained results.
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Effective and efficient detection of premature ventricular contractions based on variation of principal directions

TL;DR: This paper focuses on identifying premature ventricular contraction (PVC) which is one of the most common heart rhythm abnormalities, and uses "Replacing" strategy to check the effects of each individual heartbeat on the variation of principal directions.
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Beat-to-beat vectorcardiographic analysis of ventricular depolarization and repolarization in myocardial infarction.

TL;DR: Investigation of beat-to-beat spatial and temporal variations of ventricular depolarization and repolarization in vectorcardiogram (VCG) for characterising myocardial infarction patients found them to have diagnostic attributes that might help in identifying MI patients.
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Automatic detection of sleep spindles with the use of STFT, EMD and DWT methods

TL;DR: The results indicated that the EMD method could be confidently used in the automatic determination of sleep spindles and the sleep experts will be able to reliably find out the epochs with SSs and also know the places of SSs in these epochs, automatically.
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Hand Movements and Gestures Characterization Using Quaternion Dynamic Time Warping Technique

TL;DR: It is shown that quaternions-based dynamic time warping (QDTW) technique provides an efficient means for characterizing different arm/hand movements and gestures for tennis shots detection and classification.
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.
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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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