| title: ⌚ Withings Z-Score Normalizer | |
| emoji: "📊" | |
| colorFrom: blue | |
| colorTo: green | |
| sdk: docker | |
| app_port: 8501 | |
| suggested_hardware: cpu-basic | |
| suggested_storage: small | |
| short_description: "Streamlit app to normalize Withings data" | |
| tags: | |
| - withings | |
| - z-score | |
| - normalization | |
| - streamlit | |
| - health-data | |
| # Withings Z-Score Normalizer | |
| This Streamlit application computes normative Z-scores and percentiles for various Withings smartwatch biomarkers by comparing user-provided values against a global normative dataset. It helps you interpret individual health metrics relative to global distributions. | |
| This tool is part of the publication *"Population-Normalised Wearable Metrics Quantify Real-World Disability in Multiple Sclerosis"* currently in review. | |