MIT-BIH ST Change Database
Albrecht P. S-T segment characterization for long-term automated ECG analysis. M.S. thesis, MIT Dept. of Electrical Engineering and Computer Science, 1983.
Pollard, T., Moody, B. E., Lehman, L., Gow, B., Fernandes, C., Xie, C., Johnson, A., Mark, R. G., & Heldt, T. (2026). PhysioNet as a global platform for biomedical research. Nature Health. https://doi.org/10.1038/s44360-026-00096-z. Available from: https://pmc.ncbi.nlm.nih.gov/articles/PMC13641116/
Data Description
This database includes 28 ECG recordings of varying lengths, most of which were recorded during exercise stress tests and which exhibit transient ST depression. The last five records (323 through 327) are excerpts of long-term ECG recordings and exhibit ST elevation.
Note that the annotation files contain only beat labels; they do not include ST change annotations, as in the European ST-T Database.
Cited by
2 publications cite this project. The most recent are listed below.
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Comprehensive survey of computational ECG analysis: Databases, methods and applications
Elena Merdjanovska, Aleksandra Rashkovska. Expert Systems with Applications, 2022. -
Myocardial infarction evaluation from stopping time decision toward interoperable algorithmic states in reinforcement learning
Jong-Rul Park, Sung Phil Chung, Sung Yeon Hwang et al. BMC Medical Informatics and Decision Making, 2020.
Citation data from OpenAlex. Papers that use the project without citing it may be missing.
Files
Total uncompressed size: 42.0 MB.
Access the files
- Download the ZIP file (42.0 MB)
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Download with the PhysioNet Python package:
physionet download stdb --version 1.0.0
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Download the files using your terminal:
wget -r -N -c -np https://physionet.org/files/stdb/1.0.0/
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Download the files using AWS command line tools:
aws s3 sync --no-sign-request s3://physionet-open/stdb/1.0.0/ DESTINATION
| Name | Size | Modified |
|---|---|---|
| 300.atr (download) | 5.0 KB | 1992-07-31 |
| 300.dat (download) | 1.5 MB | 1992-07-31 |
| 300.hea (download) | 89 B | 2008-04-05 |
| 300.hea- (download) | 123 B | 1992-07-31 |
| 300.xws (download) | 88 B | 1999-12-12 |
| 301.atr (download) | 4.9 KB | 1992-07-31 |
| 301.dat (download) | 2.0 MB | 1992-07-31 |
| 301.hea (download) | 94 B | 2008-04-05 |
| 301.hea- (download) | 128 B | 1992-07-31 |
| 301.xws (download) | 88 B | 1999-12-12 |
| 302.atr (download) | 4.1 KB | 1992-07-31 |
| 302.dat (download) | 1.5 MB | 1992-07-31 |
| 302.hea (download) | 96 B | 2008-04-05 |
| 302.hea- (download) | 130 B | 1992-07-31 |
| 302.xws (download) | 88 B | 1999-12-12 |
| 303.atr (download) | 5.9 KB | 1992-07-31 |
| 303.dat (download) | 2.1 MB | 1992-07-31 |
| 303.hea (download) | 93 B | 2008-04-05 |
| 303.hea- (download) | 127 B | 1992-07-31 |
| 303.xws (download) | 88 B | 1999-12-12 |
| 304.atr (download) | 3.6 KB | 1992-07-31 |
| 304.dat (download) | 1.9 MB | 1992-07-31 |
| 304.hea (download) | 95 B | 2008-04-05 |
| 304.hea- (download) | 129 B | 1992-07-31 |
| 304.xws (download) | 88 B | 1999-12-12 |
| 305.atr (download) | 2.0 KB | 1992-07-31 |
| 305.dat (download) | 827.2 KB | 1992-07-31 |
| 305.hea (download) | 95 B | 2008-04-05 |
| 305.hea- (download) | 129 B | 1992-07-31 |
| 305.xws (download) | 88 B | 1999-12-12 |
| 306.atr (download) | 12.8 KB | 1992-07-31 |
| 306.dat (download) | 4.2 MB | 1992-07-31 |
| 306.hea (download) | 95 B | 2008-04-05 |
| 306.hea- (download) | 129 B | 1992-07-31 |
| 306.xws (download) | 88 B | 1999-12-12 |
| 307.atr (download) | 4.8 KB | 1992-07-31 |
| 307.dat (download) | 2.3 MB | 1992-07-31 |
| 307.hea (download) | 94 B | 2008-04-05 |
| 307.hea- (download) | 128 B | 1992-07-31 |
| 307.xws (download) | 88 B | 1999-12-12 |
| 308.atr (download) | 4.5 KB | 1992-07-31 |
| 308.dat (download) | 1.8 MB | 1992-07-31 |
| 308.hea (download) | 96 B | 2008-04-05 |
| 308.hea- (download) | 130 B | 1992-07-31 |
| 308.xws (download) | 88 B | 1999-12-12 |
| 309.atr (download) | 10.1 KB | 1992-07-31 |
| 309.dat (download) | 2.6 MB | 1992-07-31 |
| 309.hea (download) | 93 B | 2008-04-05 |
| 309.hea- (download) | 127 B | 1992-07-31 |
| 309.xws (download) | 88 B | 1999-12-12 |
| 310.atr (download) | 4.7 KB | 1992-07-31 |
| 310.dat (download) | 1.2 MB | 1992-07-31 |
| 310.hea (download) | 95 B | 2008-04-05 |
| 310.hea- (download) | 129 B | 1992-07-31 |
| 310.xws (download) | 88 B | 1999-12-12 |
| 311.atr (download) | 5.9 KB | 1992-07-31 |
| 311.dat (download) | 1.9 MB | 1992-07-31 |
| 311.hea (download) | 94 B | 2008-04-05 |
| 311.hea- (download) | 128 B | 1992-07-31 |
| 311.xws (download) | 88 B | 1999-12-12 |
| 312.atr (download) | 4.6 KB | 1992-07-31 |
| 312.dat (download) | 1.7 MB | 1992-07-31 |
| 312.hea (download) | 95 B | 2008-04-05 |
| 312.hea- (download) | 129 B | 1992-07-31 |
| 312.xws (download) | 88 B | 1999-12-12 |
| 313.atr (download) | 5.3 KB | 1992-07-31 |
| 313.dat (download) | 734.2 KB | 1992-07-31 |
| 313.hea (download) | 56 B | 2008-04-05 |
| 313.hea- (download) | 73 B | 1992-07-31 |
| 313.xws (download) | 88 B | 1999-12-12 |
| 314.atr (download) | 4.1 KB | 1992-07-31 |
| 314.dat (download) | 825.8 KB | 1992-07-31 |
| 314.hea (download) | 57 B | 2008-04-05 |
| 314.hea- (download) | 74 B | 1992-07-31 |
| 314.xws (download) | 88 B | 1999-12-12 |
| 315.atr (download) | 6.4 KB | 1992-07-31 |
| 315.dat (download) | 830.3 KB | 1992-07-31 |
| 315.hea (download) | 55 B | 2017-06-02 |
| 315.hea- (download) | 72 B | 1992-07-31 |
| 315.xws (download) | 88 B | 1999-12-12 |
| 316.atr (download) | 6.5 KB | 1992-07-31 |
| 316.dat (download) | 813.0 KB | 1992-07-31 |
| 316.hea (download) | 58 B | 2008-04-05 |
| 316.hea- (download) | 75 B | 1992-07-31 |
| 316.xws (download) | 88 B | 1999-12-12 |
| 317.atr (download) | 5.4 KB | 1992-07-31 |
| 317.dat (download) | 875.7 KB | 1992-07-31 |
| 317.hea (download) | 56 B | 2008-04-05 |
| 317.hea- (download) | 73 B | 1992-07-31 |
| 317.xws (download) | 88 B | 1999-12-12 |
| 318.atr (download) | 6.9 KB | 1992-07-31 |
| 318.dat (download) | 1.7 MB | 1992-07-31 |
| 318.hea (download) | 93 B | 2008-04-05 |
| 318.hea- (download) | 127 B | 1992-07-31 |
| 318.xws (download) | 88 B | 1999-12-12 |
| 319.atr (download) | 5.0 KB | 1992-07-31 |
| 319.dat (download) | 748.0 KB | 1992-07-31 |
| 319.hea (download) | 55 B | 2008-04-05 |
| 319.hea- (download) | 72 B | 1992-07-31 |
| 319.xws (download) | 88 B | 1999-12-12 |
| 320.atr (download) | 6.1 KB | 1992-07-31 |
| 320.dat (download) | 1018.8 KB | 1992-07-31 |
| 320.hea (download) | 55 B | 2008-04-05 |
| 320.hea- (download) | 72 B | 1992-07-31 |
| 320.xws (download) | 88 B | 1999-12-12 |
| 321.atr (download) | 4.1 KB | 1992-07-31 |
| 321.dat (download) | 724.0 KB | 1992-07-31 |
| 321.hea (download) | 56 B | 2008-04-05 |
| 321.hea- (download) | 73 B | 1992-07-31 |
| 321.xws (download) | 88 B | 1999-12-12 |
| 322.atr (download) | 2.9 KB | 1992-07-31 |
| 322.dat (download) | 418.6 KB | 1992-07-31 |
| 322.hea (download) | 55 B | 2008-04-05 |
| 322.hea- (download) | 72 B | 1992-07-31 |
| 322.xws (download) | 88 B | 1999-12-12 |
| 323.atr (download) | 10.3 KB | 1992-07-31 |
| 323.dat (download) | 1.3 MB | 1992-07-31 |
| 323.hea (download) | 57 B | 2008-04-05 |
| 323.hea- (download) | 74 B | 1992-07-31 |
| 323.xws (download) | 88 B | 1999-12-12 |
| 324.atr (download) | 3.4 KB | 1992-07-31 |
| 324.dat (download) | 1.9 MB | 1992-07-31 |
| 324.hea (download) | 93 B | 2008-04-05 |
| 324.hea- (download) | 127 B | 1992-07-31 |
| 324.xws (download) | 88 B | 1999-12-12 |
| 325.atr (download) | 2.9 KB | 1992-07-31 |
| 325.dat (download) | 1.3 MB | 1992-07-31 |
| 325.hea (download) | 93 B | 2008-04-05 |
| 325.hea- (download) | 127 B | 1992-07-31 |
| 325.xws (download) | 88 B | 1999-12-12 |
| 326.atr (download) | 4.1 KB | 1992-07-31 |
| 326.dat (download) | 2.3 MB | 1992-07-31 |
| 326.hea (download) | 95 B | 2008-04-05 |
| 326.hea- (download) | 129 B | 1992-07-31 |
| 326.xws (download) | 88 B | 1999-12-12 |
| 327.atr (download) | 2.5 KB | 1992-07-31 |
| 327.dat (download) | 1.2 MB | 1992-07-31 |
| 327.hea (download) | 93 B | 2008-04-05 |
| 327.hea- (download) | 127 B | 1992-07-31 |
| 327.xws (download) | 88 B | 1999-12-12 |
| ANNOTATORS (download) | 31 B | 2000-10-13 |
| RECORDS (download) | 112 B | 2000-03-29 |
| SHA256SUMS.txt (download) | 10.2 KB | 2019-02-20 |