The Problem
In underserved regions, diagnosing diseases like TB, pneumonia, and lung cancer is delayed due to a severe shortage of radiologists.This leads to missed treatment windows and tragic outcomes.
The Solution
We built a GenAI-driven web app that analyzes chest X-rays using Vision Transformers and explains results in simple language using GPT.⚡ Fast. 🧠 Smart. ❤ Human-centered.
How It Works
1. Upload X-ray Easy image upload on mobile or web.
2. AI Detection ViT models spot diseases with high confidence.
3. GenAI Explanation GPT converts results into clear next steps.
4. Empowerment Health workers can understand and act immediately.
Why GenAI?
Prediction scores are not enough.
GenAI makes results understandable, empathetic, and actionable—even for non-specialists.
“Early signs of TB detected. Please consult a nearby clinic.”
Who It's For
•Frontline workers
•Rural health centers
•NGOs & diagnostics labs
•Areas with no radiologist access
Scalable & Impactful
•Add more diseases easily
•Supports regional languages
•Runs on low-power devices
•Pilot-ready with NGO partners
The Problem
In underserved regions, diagnosing diseases like TB, pneumonia, and lung cancer is delayed due to a severe shortage of radiologists.This leads to missed treatment windows and tragic outcomes.
The Solution
We built a GenAI-driven web app that analyzes chest X-rays using Vision Transformers and explains results in simple language using GPT.⚡ Fast. 🧠 Smart. ❤ Human-centered.
How It Works
1. Upload X-ray Easy image upload on mobile or web.
2. AI Detection ViT models spot diseases with high confidence.
3. GenAI Explanation GPT converts results into clear next steps.
4. Empowerment Health workers can understand and act immediately.
Why GenAI?
Prediction scores are not enough.
GenAI makes results understandable, empathetic, and actionable—even for non-specialists.
“Early signs of TB detected. Please consult a nearby clinic.”
Who It's For
•Frontline workers
•Rural health centers
•NGOs & diagnostics labs
•Areas with no radiologist access
Scalable & Impactful
•Add more diseases easily
•Supports regional languages
•Runs on low-power devices
•Pilot-ready with NGO partners
