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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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+
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+ # ECG Arrhythmia Dataset — MIT-BIH Processed
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+
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+ Preprocessed beat segments derived from the MIT-BIH Arrhythmia Database (PhysioNet).
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+
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+ ## Contents
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+
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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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+
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+ ## Classes
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+
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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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+
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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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+
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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)