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pneumonia detection algorithm

jun – jul 2023

ML model trained on 2,400 labeled lung images, detecting pneumonia at 85% accuracy with augmentation for robustness.

  • 85% accuracy on 2,400 labeled lung images
  • Data augmentation applied to improve model robustness
  • Findings and clinical applications presented to a technical audience
machine learningcomputer visiondata augmentation