PULSE Platform

Long Description (الملخص الطويل المختصر - 180 كلمة) > **PULSE (Real-time Health Monitoring Platform) is an integrated digital health surveillance system that bridges the gap between field diagnostics and centralized data. It connects the DAP mobile app—which uses embedded AI to identify parasite species from microscope images—with a live, web-based epidemiological monitoring platform.** > **To ensure absolute patient confidentiality, PULSE implements strict privacy-first protocols, including SHA-256 cryptographic hashing for patient IDs and location fuzzing (±500m random offset) before storing data in a secure PostgreSQL database.** > **The dual-language (Arabic + English) web platform provides health authorities with an interactive dashboard that auto-refreshes every 2 minutes. It features live map visualizations, color-coded disease markers, and smart outbreak alerts when daily cases cross defined thresholds. Furthermore, it uses linear regression models on 30-day historical data to provide 7-day future epidemic forecasting.** > **A key innovation is its automated WebData Integration via Celery, which automatically scrapes and aggregates global infectious disease alerts from the WHO and ProMED-mail every 6 hours. PULSE empowers health agencies to move from reactive measures to proactive epidemic management.*