PulseAnalysis AI | Role-Based Access

🌍 Trending Health Insights

Daily public health awareness signals curated from trusted sources and stored for offline-safe access.

Most Critical Risk Today: Nipah

Nipah virus outbreak in India monitored 'closely' by Jersey - BBC. This headline suggests active nipah transmission pressure and needs rapid community-level preventive action.

General health risk signals are active. Continue preventive monitoring.

High Risk

Respiratory Risk

Confidence: 59.0%

Recent Legionnaire's Disease Outbreaks In London, New York Raise Alarm: Is India At Risk? - NDTV

Recent Legionnaire's Disease Outbreaks In London, New York Raise Alarm: Is India At Risk? - NDTV. This headline suggests active respiratory risk transmission pressure and needs rapid community-level preventive action.

Preventive Tip: Avoid smoke exposure and monitor oxygen levels in high-risk individuals.

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High Risk

Nipah

Confidence: 93.0%

Nipah virus outbreak in India monitored 'closely' by Jersey - BBC

Nipah virus outbreak in India monitored 'closely' by Jersey - BBC. This headline suggests active nipah transmission pressure and needs rapid community-level preventive action.

Preventive Tip: Avoid contact with bats and sick animals in outbreak-prone districts.

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Low Risk

Seasonal Health Risk

Confidence: 45.0%

CDC in India - Centers for Disease Control and Prevention | CDC (.gov)

CDC in India - Centers for Disease Control and Prevention | CDC (.gov). Current reporting indicates a low-level seasonal health risk signal that should continue to be tracked with routine precautions.

Preventive Tip: Follow seasonal health advisories and maintain hydration, sleep, and nutrition.

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Choose Your Role

Select the right workflow to access role-specific AI tools and dashboards.

For Patients

Track your health using wearable data, monitor stress and sleep patterns, and detect lifestyle risks early.

Lifestyle Disorder Score
Stress & Sleep Insights
Health Recommendations
Chatbot Assistance

New Patient? Register Continue as Patient

For Doctors

Monitor patients using AI-powered risk prediction, priority-based triage, and explainable insights.

Patient Priority Dashboard
Risk Analysis with SHAP/LIME
Health Metrics Monitoring
Decision Support System

Continue as Doctor

For Management

Analyze population health trends, hospital performance, and system-wide lifestyle disorder insights.

Hospital-wise Monitoring
Population Risk Analytics
Doctor Workload Monitoring
AI Insight Reports

Continue as Management

How It Works

From wearables to decisions, every prediction is transparent and actionable.

Data Collection

Wearable pulse, stress, and sleep signals are collected and standardized.

AI Analysis

Trained models process health metrics and extract meaningful features.

Risk Detection

Lifestyle disorder risk is predicted with role-specific prioritization.

Explainable Insights

LIME and SHAP highlight the factors driving each prediction.