AI-Powered Healthcare Recommendations

Find Your Perfect Healthcare Provider

Hilom is a thesis project, a healthcare facility finder that helps Filipinos discover nearby hospitals based on their medical service needs. Using a model we developed that combines machine learning with other algorithms, Hilom provides personalized recommendations ranked by professional expertise, medical services offered, and relevance, distance, and other factors to help you find the best healthcare provider near you.

Current Coverage: Ermita, Manila

This application currently provides recommendations for healthcare facilities in Ermita, Manila. Location permission and at least one medical service selection are required to use this application.

Up to 5 top-ranked results
ML-powered ranking system
Service filtering included
Distance-based matching
20+ Verified Healthcare Providers
10+ Happy Patients
1 City Covered
Try the demo

Find Healthcare Providers

Select Medical Services

Check services you need

Selected: 0

No services selected

Note: This demo shows hospitals in Ermita, Manila. Location access will be requested when you search.

How to Use the Project

Simple steps to find the best healthcare facilities near you

Select Medical Services

Choose one or more medical services you need from the dropdown menu. Hold Ctrl (Windows/Linux) or Cmd (Mac) to select multiple services.

Enable Location Access

Grant location permission to the application. We use your GPS data to find hospitals near you.

Get ML-Ranked Results

Our machine learning algorithm analyze distance, service match, and other factors to rank up the 5 best healthcare facilities for you.

View Interactive Map

See your location (blue marker) and recommended hospitals (red markers) on an interactive map. Click markers for more details.

Review Hospital Details

Access comprehensive information including address, distance, phone number, operating hours, services, and insurance coverage.

Compare Insurance Options

See available insurance coverage including PhilHealth, HMO plans, and other providers accepted at each facility.

Understanding Your Results

What you'll see after your search

1

Hospital Information

Each result shows the hospital name, classification (Public/Private), full address, contact number, and distance from your location.

2

Service Details

Your selected services are highlighted in blue. Other available services appear in gray. Hover over '+X more' to see additional services.

3

Insurance & Hours

View accepted insurance including PhilHealth, HMO plans, operating hours, and other location details for easy contact and visit planning.

Ready to Find Your Perfect Healthcare Match?

Join thousands of patients who have found better healthcare through intelligent recommendations.

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