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chest-xray-analysis

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cdss-xray-app

AI-powered Clinical Decision Support System (CDSS) for chest X-ray analysis, detecting pneumonia (89.9% accuracy) using CNN on Kaggle's Chest X-ray Dataset. Full-stack app with Next.js, Django, TensorFlow. Features drag-and-drop uploads, vitals input, and diagnostic reports.

  • Updated May 24, 2026
  • TypeScript

An AI-powered tool for pneumonia detection in chest X-rays using deep learning. Built with MobileNetV3 Small architecture, this application achieves 93% accuracy with fast inference (~45ms/image) and provides an intuitive web interface with adjustable threshold settings for balancing sensitivity and specificity.

  • Updated Mar 24, 2025
  • Python

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