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Deep Learning for Pneumothorax Detection on Chest Radiograph: A Diagnostic Test Accuracy Systematic Review and Meta Analysis.

Benjamin D KatzmanMostafa AlabousiNabil IslamNanxi ZhaMichael N Patlas
Published in: Canadian Association of Radiologists journal = Journal l'Association canadienne des radiologistes (2024)
The relatively high sensitivity and specificity of pneumothorax detection by deep-learning showcases the vast potential for implementation in clinical settings to both augment the workflow of radiologists and assist in more rapid diagnoses and subsequent patient treatment.
Keyphrases
  • deep learning
  • loop mediated isothermal amplification
  • artificial intelligence
  • real time pcr
  • label free
  • healthcare
  • sensitive detection
  • risk assessment
  • combination therapy
  • human health
  • quantum dots