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A deep learning-based system capable of detecting pneumothorax via electrocardiogram.

Chiao-Chin LeeChin-Sheng LinChien-Sung TsaiTien-Ping TsaoCheng-Chung ChengJun-Ting LiouWei-Shiang LinChia-Cheng LeeJiann-Torng ChenChin Lin
Published in: European journal of trauma and emergency surgery : official publication of the European Trauma Society (2022)
The present AI system may assist the medical system in the early identification of pneumothorax through 12-lead ECG, and it performs as well with lead I ECG alone as with 12-lead ECG.
Keyphrases
  • heart rate variability
  • deep learning
  • heart rate
  • artificial intelligence
  • healthcare
  • machine learning