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I Built an AI That Predicts Medical Specialties from Clinical Notes (End-to-End Deployment)

DEV Community·Sheikh Sadi Asif·30 days ago
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Hey DEV community 👋 I recently built and deployed a full-stack AI system that predicts medical specialties from clinical text using ClinicalBERT, and I wanted to share the full journey from training to deployment. This is part of my project under GradienNinja / Astrolabsoft. Link https://astrolab-medical-ai.netlify.app/ 🚀 What I Built I built an AI system that: Takes clinical notes as input Predicts the most likely medical specialty Returns top 3 predictions with confidence scores Runs as a fully deployed web application 🧠 Example Input Patient is a 62-year-old male with chest pain radiating to the left arm, shortness of breath, sweating, and nausea. Symptoms worsen on exertion and improve with rest.…

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