The impact of the MIT-BIH Arrhythmia Database
Citations
1,300 citations
960 citations
Cites methods from "The impact of the MIT-BIH Arrhythmi..."
...MIMIC-II may serve a role analogous to the public access arrhythmia databases that played an indispensable role in the development, refinement, and—ultimately—widespread acceptance of automated algorithms for electrocardiogram analysis [21]....
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...For example, the ECG database that supported development and evaluation of automated arrhythmia algorithms included much smaller data collections (48 half-hour samples in the MIT-BIH Arrhythmia Database [21], and 80 3-hour records in the AHA ECG Database) [23]....
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867 citations
Cites methods from "The impact of the MIT-BIH Arrhythmi..."
...We use MIT-BIT Arrhythmia database [65] which includes abundant ECG data sources sampled at 360 samples per second in 11-bit over 10 mV....
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703 citations
Cites background or methods from "The impact of the MIT-BIH Arrhythmi..."
..., 2017 [134] ECG identification DNN MIT arrhythmia database [135] and self-collected data 94....
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..., 2017 [136] Arrhythmia classification Robust deep dictionary learning MIT arrhythmia database [135] 97....
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..., 2017 [139] Identification of ventricular arrhythmias CNN MIT-BIH arrhythmia DB (MITDB) [129, 135], MITBIH malignant ventricular arrhythmia DB (VFDB) [140], Creighton University ventricular tachyarrhythmia DB (CUDB) [141] accuracy: 92....
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..., 2017 [138] Heartbeat classification RBM MIT-BIH arrhythmia DB [135] RBM-based model to extract representative features and to reduce the data dimensionality Muduli et al....
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..., 2017 [138] Heartbeat classification DNN Lead II from the MIT-BIH arrhythmia DB [135] Accuracy: 97....
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635 citations
Cites background from "The impact of the MIT-BIH Arrhythmi..."
...It was also the first database available for this goal and has been constantly refined along the years [148]....
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...More information regarding this database can be found in [148]....
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References
464 citations
367 citations
"The impact of the MIT-BIH Arrhythmi..." refers background in this paper
...Approximately 400 copies of these CD-ROMs have been distributed to date [4]....
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331 citations
"The impact of the MIT-BIH Arrhythmi..." refers background in this paper
...org/) , a web-based resource for research on complex physiologic signals [5]....
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64 citations
"The impact of the MIT-BIH Arrhythmi..." refers background or methods in this paper
...Other Long-Term ECG Databases No discussion of the MIT-BIH Arrhythmia Database would be complete without mention of the two other important collections of long-term ECGs that are also available to researchers: the AHA Database for Evaluation of Ventricular Arrhythmia Detectors [12] and the European ST-T Database [13]....
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...The first 50 records of the European ST-T Database were completed and made available to researchers in 1990 [13], and the remainder of the database was completed in 1991....
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...No discussion of the MIT-BIH Arrhythmia Database would be complete without mention of the two other important collections of long-term ECGs that are also available to researchers: the AHA Database for Evaluation of Ventricular Arrhythmia Detectors [12] and the European ST-T Database [13]....
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15 citations
"The impact of the MIT-BIH Arrhythmi..." refers background in this paper
...rations between geographically scattered researchers, as in an ongoing project to develop a long-term ST database of 24-hour recordings [14]....
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