Inspiration & What it does

Meta Quest Jaundice Detection App is a Unity-based VR experience that turns the Quest headset into a hands-free jaundice screening helper. Using the headset camera, it captures photos of the face and runs local color analysis to detect yellow discoloration, with optional SensAIKits integration for AI-powered face and eye region detection via Meta Camera Access (PCA). The app provides instant, easy-to-read feedback and confidence scores, controlled entirely through Quest controllers. It is designed strictly for educational and research use and is not a medical device or diagnostic tool.

How we built it

Our Meta Quest Jaundice Detection App is a Unity-based VR experience that turns the headset into a hands-free helper for spotting potential neonatal jaundice using the Quest camera. Inside VR, the user can capture a face photo upload to an app which runs a custom color analysis pipeline—using HSV color space and RGB ratios focused on yellow hues—to estimate jaundice risk and display instant feedback with a confidence score. We built it with Oculus/Meta Quest Integration for XR and controller support, and an optional enhanced mode that integrates SensAIKits and Meta Camera Access (PCA) for AI-powered face/eye region detection and more targeted analysis of the sclera and skin. Throughout, we framed it strictly as an educational and research tool—not a medical device—to explore how VR and lightweight vision techniques could support neonatal training and awareness in an accessible way.

Challenges we ran into

Getting Meta Quest Link to work.

Accomplishments that we're proud of

Utilizing meta quest cameras for jaundice detection.

What we learned

Meta quest

What's next for JaundiceXR

Implementing a native meta quest app, instead of using the SEOS web app.

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