๐Ÿซ Global Chest X-Ray Screening AI
4-Class detection โ€ข Explainable AI โ€ข Adaptive Sparse Training
Mission: Support clinicians and patients worldwide โ€“ especially in low-resource, high-burden regions โ€“ by providing an energy-efficient AI assistant for chest X-ray screening. This is a second opinion tool, not a replacement for human experts.
Trained on 4 classes: Normal โ€ข Tuberculosis โ€ข Pneumonia โ€ข COVID-19
Energy-efficient: Adaptive Sparse Training (AST) โ€“ ~89% compute savings (research setting)
Use case: Triage & screening support for TB, pneumonia, and COVID-19 programs

๐Ÿ“ค Upload Chest X-Ray

Shows which lung regions the model is focusing on.

๐Ÿ“‹ Supported Images

  • Chest X-rays (PA or AP view)
  • PNG / JPG / JPEG
  • Grayscale or RGB

๐Ÿ’ก Designed For

  • TB & pneumonia screening programs
  • Remote / low-resource clinics
  • Educational and research use

โš ๏ธ Always combine AI output with clinical judgment and lab tests.

๐Ÿ“Š AI Analysis Results

๐Ÿ“ Example X-Rays (for testing only โ€“ not real patients)

Click an example to load it into the app

๐Ÿซ Global Chest X-Ray Screening with Adaptive Sparse Training
Built as open research to support clinicians and public health teams worldwide.
Not a medical device โ€ข Not for autonomous diagnosis or treatment decisions.

โš ๏ธ MEDICAL DISCLAIMER: This tool is for research and educational use only. All findings must be confirmed by qualified medical professionals using appropriate clinical and laboratory standards.