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README.md
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---
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license: mit
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language:
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- en
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tags:
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- ecg
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- arrhythmia
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- healthcare
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- time-series
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- biosignal
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---
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# ECG Arrhythmia Dataset — MIT-BIH Processed
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Preprocessed beat segments derived from the MIT-BIH Arrhythmia Database (PhysioNet).
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## Contents
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| File | Description |
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|---|---|
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| X.npy | Beat segments — shape (N, 180), float32 |
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| y.npy | Encoded labels — integers 0-4 |
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| y_raw.npy | Raw string labels — N, L, R, V, A |
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## Classes
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| Label | Class | Description |
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|---|---|---|
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| 0 | N | Normal sinus rhythm |
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| 1 | L | Left bundle branch block |
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| 2 | R | Right bundle branch block |
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| 3 | V | Premature ventricular contraction |
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| 4 | A | Atrial premature contraction |
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## Source
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Raw data from [MIT-BIH Arrhythmia Database](https://physionet.org/content/mitdb/1.0.0/).
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Preprocessing: bandpass filter (0.5–50 Hz) + z-score normalization + 180-sample windowing.
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## Related
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- [Model](https://huggingface.co/dheerajthuvara/ecg-arrhythmia-detection)
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- [GitHub](https://github.com/dheerajthuvara/ecg-arrhythmia-detection)
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- [Portfolio](https://dtlabs.me)
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