Proceedings ArticleDOI
The MIT-BIH Arrhythmia Database on CD-ROM and software for use with it
George B. Moody,Roger G. Mark +1 more
- pp 185-188
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TLDR
A compact-disk ROM containing the Massachusetts Institute of Technology (MIT)-Boston's Beth Israel Hospital (BIH) Arrhythmia Database as well as a large number of supplementary recordings assembled for various research projects was produced.Abstract:
A compact-disk ROM containing the Massachusetts Institute of Technology (MIT)-Boston's Beth Israel Hospital (BIH) Arrhythmia Database as well as a large number of supplementary recordings assembled for various research projects was produced. In all, the CD-ROM contains approximately 600 megabytes of digitized electrocardiograms (ECG) recordings, most with beat-by-beat annotations, having a total duration in excess of 200 hours. The CD-ROM format makes this substantial collection of ECGs accessible to researchers with PCs as well as those with larger computer systems. The contents of the CD-ROM and the issues involved in its production are described. Software for use with the CD-ROM as well as for development of similar databases is also described. >read more
Citations
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Journal ArticleDOI
PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals.
Ary L. Goldberger,Luís A. Nunes Amaral,Leon Glass,Jeffrey M. Hausdorff,Plamen Ch. Ivanov,Roger G. Mark,Joseph E. Mietus,George B. Moody,Chung-Kang Peng,H. Eugene Stanley +9 more
TL;DR: The newly inaugurated Research Resource for Complex Physiologic Signals (RRSPS) as mentioned in this paper was created under the auspices of the National Center for Research Resources (NCR Resources).
Journal ArticleDOI
The impact of the MIT-BIH Arrhythmia Database
George B. Moody,Roger G. Mark +1 more
TL;DR: The history of the database, its contents, what is learned about database design and construction, and some of the later projects that have been stimulated by both the successes and the limitations of the MIT-BIH Arrhythmia Database are reviewed.
Journal ArticleDOI
A wavelet-based ECG delineator: evaluation on standard databases
TL;DR: A robust single-lead electrocardiogram (ECG) delineation system based on the wavelet transform (WT), outperforming the results of other well known algorithms, especially in determining the end of T wave.
Proceedings ArticleDOI
A database for evaluation of algorithms for measurement of QT and other waveform intervals in the ECG
TL;DR: A QT database designed for evaluation of algorithms that detect waveform boundaries in the ECG, consisting of 105 fifteen-minute excerpts of two-channel ECG Holter recordings, chosen to include a broad variety of QRS and ST-T morphologies.
Journal ArticleDOI
ECG beat recognition using fuzzy hybrid neural network
Stanislaw Osowski,T.H. Linh +1 more
TL;DR: The results of experiments of recognition of different types of beats on the basis of the ECG waveforms have confirmed good efficiency of the proposed solution and show that the method may find practical application in the recognition and classification of different type heart beats.
References
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Proceedings ArticleDOI
Evaluation of the 'TRIM' ECG data compressor
TL;DR: It is concluded that TRIM, when adjusted to produce a mean output rate of 200 bits per channel per second, does not measurably influence the accuracy of clinicians' diagnoses with respect to cardiac rhythm or conduction.
Proceedings ArticleDOI
An annotated database aimed at performance evaluation of algorithms for ST-T change analysis
Antonio Taddei,Andrea Biagini,G. Distante,Carlo Marchesi,Mazzei Mg,P. Pisani,N. Roggero,C. Zeelenberg +7 more
TL;DR: The first release of the database comprises 50 annotated records stored on CD-ROM, and it is decided that the interest shown by research groups and manufacturers warranted developing the full database.