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ai-medical-imaging

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alexandre-amaral / MVP-AI-Powered-Pneumonia-Classifier-for-Chest-X-rays

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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 adjustab 50CF le threshold settings for balancing sensitivity and specificity.

computer-vision deep-learning pytorch transfer-learning pneumonia-detection mobilenetv3 medical-ai healthcare-ai streamlit-app ai-medical-imaging chest-xray-analysis
  • Updated Mar 24, 2025
  • Python

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