Heart Disease UCI: Patient Records with Clinical and Diagnostic Features

Patient-level clinical data includes age, sex, and specific diagnostic results like chest pain type and resting blood pressure. The dataset was uploaded by author 'skrishna' to Hugging Face in July 2023. It likely contains records for individuals assessed for heart disease.

Use Cases

• Predicting heart disease presence based on patient demographics and clinical measurements.
• Analyzing the relationship between chest pain type and other diagnostic indicators.
• Building binary classification models using features like fasting blood sugar and resting ECG results.

Strengths

• Includes specific clinical variables such as chest pain type categorized into four distinct classes.
• Features well-defined medical measurements like serum cholesterol in mg/dl and resting blood pressure in mm Hg.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.
• Column-level documentation is absent for some fields; field semantics must be inferred after download.

Provenance

Source

huggingface

Freshness

Last updated 2023-07-10 23:51:12; freshness should be verified.