May 18 • General discussion
Building an AI That Assists Doctors, Not Replaces Them
What if a clinic could get an AI second opinion on every chest X-ray — instantly?
MedScan AI is a full-stack AI SaaS that:
→ Accepts a chest X-ray from any browser
→ Classifies 14 conditions using EfficientNetB3
→ Shows the doctor WHERE the AI is looking (Grad-CAM heatmap)
→ Generates a structured PDF diagnostic report
→ Delivers results in under 10 seconds
No installation. No expensive hardware. Just a browser.
The tech behind it:
🧠 TensorFlow + EfficientNetB3 (112,120 training images)
⚡ FastAPI + async Celery inference pipeline
▲ Next.js 14 SaaS frontend
🗄️ Supabase + Upstash Redis
This is the exact type of AI SaaS product I build for healthcare, diagnostics, and medical tech clients.
If your clinic, hospital, or health-tech startup needs a custom AI solution — let's talk.
📎 Architecture diagrams and full system spec attached in the SRC docs below.
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Building an AI That Assists Doctors, Not Replaces Them
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