GlucoSense — Quick Start
Privacy-first • On-device • No cloud

GlucoSense

Use your phone’s camera to estimate blood-glucose trends locally. No uploads, no accounts — your data stays on your device.

Mobile-first Works offline (PWA) Local calibration

Quick-Start (60 seconds)

  1. Scroll to Open App and grant camera permission.
  2. Tap Start Camera to show the live feed.
  3. Gently place fingertip over the camera lens; keep still.
  4. Tap Estimate to run a ~15s capture. Hold steady until it finishes.
  5. Optionally type your lab/strip reading (mg/dL) in the box, then run another estimate.
    After ≥3 valid entries, GlucoSense learns a personal model to improve future estimates (stored locally in your browser).

Requirements

  • Modern mobile browser with camera access (iOS Safari, Android Chrome).
  • Allow camera permission when prompted.
  • Stable hand posture; avoid squeezing the lens.
  • For offline use: install as a PWA (see below).

Install for Offline (PWA)

  1. Open this page in your mobile browser.
  2. Use your browser’s menu: Add to Home Screen / Install App.
  3. Launch from your home screen. The app works offline after first load.

Data & Privacy

  • No cloud: processing happens in your browser.
  • Calibration points and model are saved in localStorage only.
  • Clear your browser data to remove all stored values.

Run GlucoSense

Grant camera access when asked. On iOS, you may need to tap the screen once before the video starts (Safari policy).

🩸 GlucoSense

Align fingertip within the circle
💡 Checking light…
Text stays black on white
Estimated: -- mg/dL ( -- mmol/L )
Confidence: --

Troubleshooting

  • No video after Start: Ensure HTTPS and camera permission allowed.
  • Black screen: Don’t press too hard; let some light in.
  • Unstable values: Keep still; rest your phone; use steady light.
  • Not learning: Enter a valid mg/dL and run another estimate. Learning starts after 3 valid references.

FAQ

Is this a medical device?
No. GlucoSense is experimental and not a medical device.

Can I make medical decisions from it?
No. Do not use GlucoSense to diagnose, treat, or manage any condition.

What is stored?
Only your optional references and a small learned model, saved locally in your browser.

Disclaimer

This tool provides experimental, camera-based estimates for personal insight only. It is not a substitute for professional medical testing or advice and is not intended for diagnosis, prevention, monitoring, prediction, prognosis, treatment, or alleviation of disease. Do not change medications, diet, or care plans based on this tool. By using GlucoSense you accept these terms.

© Miznee Healthcare Ltd. All rights reserved.