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Augmenting the National Institutes of Health Chest Radiograph Dataset with Expert Annotations of Possible Pneumonia.

George ShihCarol C WuSafwan S HalabiMarc D KohliLuciano M PrevedelloTessa S CookArjun SharmaJudith K AmorosaVeronica ArteagaMaya Galperin-AizenbergRitu R GillMyrna C B GodoyStephen HobbsJean JeudyArchana LaroiaPalmi N ShahDharshan VummidiKavitha YaddanapudiAnouk Stein
Published in: Radiology. Artificial intelligence (2019)
This dataset is intended to be used for machine learning and is composed of annotations with bounding boxes for pulmonary opacity on chest radiographs which may represent pneumonia in the appropriate clinical setting.
Keyphrases
  • machine learning
  • healthcare
  • public health
  • pulmonary hypertension
  • mental health
  • quality improvement
  • community acquired pneumonia
  • respiratory failure
  • artificial intelligence
  • health information
  • health promotion