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Deep Learning to Quantify Pulmonary Edema in Chest Radiographs.

Steven HorngRuizhi LiaoXin WangSandeep DalalPolina GollandSeth J Berkowitz
Published in: Radiology. Artificial intelligence (2021)
Deep learning models were trained on a large chest radiograph dataset and could grade the severity of pulmonary edema on chest radiographs with high performance.Supplemental material is available for this article.See also the commentary by Auffermann in this issue.© RSNA, 2021.
Keyphrases
  • deep learning
  • pulmonary hypertension
  • artificial intelligence
  • convolutional neural network
  • machine learning
  • resistance training
  • cone beam computed tomography