Datasets:
Update README with dataset info
#1
by CardioSynthLabs - opened
README.md
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license: mit
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---
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---
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license: mit
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task_categories:
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- tabular-classification
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language:
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- en
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tags:
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- synthetic
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- ecg
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- cardiology
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- healthcare
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- time-series
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- mit-bih
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pretty_name: "CardioSynth-5k: Synthetic ECG Dataset"
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size_categories:
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- 5K<n<10K
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---
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# CardioSynth-5k
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A synthetic dataset of 5,000 patient records with ECG and Echo measurements.
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Purpose: Train and benchmark AI models in healthcare without privacy concerns.
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## Dataset Description
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This dataset contains synthetic tabular patient data generated to mimic real-world clinical distributions for research and ML.
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## Features
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| Column | Description |
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| --- | --- |
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| `patient_id` | Unique patient identifier |
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| `age` | Age in years |
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| `gender` | Sex: M/F |
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| `height_cm` | Height in centimeters |
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| `weight_kg` | Weight in kilograms |
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| `heart_rate_bpm` | Heart rate |
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| `systolic_bp` | Systolic blood pressure |
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| `diastolic_bp` | Diastolic blood pressure |
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| `ecg_pr_interval_ms` | ECG PR interval in ms |
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| `ecg_qrs_duration_ms` | ECG QRS duration in ms |
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| `echo_ef_percent` | Ejection Fraction % from Echo |
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| `source` | Data source |
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## Example - 10 Rows
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| patient_id | age | gender | heart_rate_bpm | systolic_bp | diastolic_bp | echo_ef_percent |
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| --- | --- | --- | --- | --- | --- | --- |
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| DEMO-0001 | 72 | M | 68 | 134 | 82 | 55 |
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| DEMO-0002 | 41 | F | 84 | 126 | 76 | 61 |
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| DEMO-0003 | 68 | M | 74 | 130 | 80 | 60 |
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| DEMO-0004 | 29 | F | 91 | 122 | 73 | 68 |
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| DEMO-0005 | 55 | M | 77 | 138 | 86 | 53 |
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| DEMO-0006 | 47 | F | 86 | 128 | 77 | 57 |
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| DEMO-0007 | 76 | M | 65 | 144 | 90 | 50 |
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| DEMO-0008 | 33 | F | 93 | 121 | 74 | 69 |
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| DEMO-0009 | 62 | M | 71 | 132 | 81 | 58 |
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| DEMO-0010 | 50 | F | 88 | 129 | 78 | 62 |
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