← Back to Projects

Project

Pneumonia detection on chest X-rays with deep learning

Jun 1, 2018

Undergraduate dissertation project at Wuhan University on multi-label thoracic pathology recognition from chest X-rays using residual-assisted DenseNet models.

Undergraduate dissertation project at Wuhan University on multi-label thoracic pathology recognition from chest X-rays using residual-assisted DenseNet models.

  • Completed my undergraduate dissertation project at Wuhan University on deep learning for chest X-ray analysis.
  • Developed a residual-assisted DenseNet with sigmoid output layers for 14 thoracic pathology labels.
  • Trained and evaluated the model on the ChestX-ray14 dataset.
  • Chest X-ray
  • Pneumonia Detection
  • DenseNet
  • Undergraduate Research