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Sat Mar 15 2025

FluiDiy Labs

FluiDiy Labs

TensorFlow

React Native

TypeScript

Machine Learning

Healthcare

An AI-powered mobile urinalysis solution that democratizes healthcare diagnostics using smartphone cameras and machine learning.

FluiDiy Labs is an innovative AI-powered mobile application that transforms smartphones into portable urinalysis devices. By combining standard urine test strips with advanced machine learning, it provides accessible and affordable healthcare diagnostics for rural and underserved communities.


FluiDiy Labs App Interface

The Challenge

Access to proper healthcare diagnostics remains a significant challenge in rural and underserved areas. Traditional laboratory tests are often:

  • Expensive and require specialized infrastructure
  • Time-consuming with long wait times for results
  • Inaccessible to remote communities
  • Prone to human error in manual interpretation

Our Solution

FluiDiy Labs digitalizes the widely used dipstick urine test using smartphone cameras and on-device AI models. The application can perform 14 different health checks to detect early signs of various conditions including:

  • Diabetes
  • Kidney diseases
  • Urinary tract infections
  • Pregnancy complications

Real-time Analysis Demo

Technical Implementation

Mobile Application (React Native)

  • Cross-platform compatibility with optimized performance for both iOS and Android
  • Custom camera module with real-time strip detection and alignment
  • Intuitive UI/UX designed for users with limited technical knowledge
  • Offline functionality for areas with poor internet connectivity
  • Secure data storage with end-to-end encryption

Machine Learning (TensorFlow)

  • On-device AI models for real-time image processing and analysis
  • Custom neural network trained on diverse dataset of test strip images
  • Color calibration algorithms for accurate readings under various lighting conditions
  • Transfer learning utilized to improve model accuracy with limited training data

AI Analysis Process

Features

  • Real-time Analysis: Instant results from test strip scans
  • Multi-parameter Testing: Simultaneous analysis of 14 different health markers
  • Progress Tracking: Visual graphs and trends of health parameters over time
  • Multilingual Support: Interface available in multiple local languages
  • Result History: Secure storage and easy access to previous test results
  • Export Capabilities: Share results with healthcare providers in PDF format

Future Development

We are actively working on:

  1. Expanding our clinical validation studies
  2. Integrating with existing healthcare systems
  3. Adding support for more types of test strips
  4. Developing a healthcare provider dashboard
  5. Implementing AI-powered result interpretation assistance

Conclusion

FluiDiy Labs represents a significant step forward in democratizing healthcare diagnostics. By leveraging widely available smartphones and AI technology, we're making essential health screening accessible to communities that need it most. Our solution not only reduces costs and waiting times but also empowers individuals to take control of their health monitoring.