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Case study

AI-Powered Bone Fracture Detection System

Medical AI system detecting bone fractures from X-rays with 96% accuracy

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Overview

A deep learning solution that analyzes X-ray images with 96% accuracy to detect and classify bone fractures. This system assists radiologists by providing instant fracture analysis, localization, and severity assessment. The model was trained on 15,000+ medical images and can identify multiple fracture types including hairline, compound, and stress fractures.

Technology

Python · TensorFlow · Keras · OpenCV · React · Flask · DICOM Processing