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Quantitative Prediction of Right Ventricular Size and Function From the ECG.

Son Q DuongAkhil VaidHa My Thi VyLiam R ButlerJoshua LampertRobert H PassAlexander W CharneyJagat NarulaRohan KheraAnkit SakhujaHayit GreenspanBruce D GelbRon DoGirish Nitin Nadkarni
Published in: Journal of the American Heart Association (2023)
Deep learning-ECG analysis can identify significant cardiac magnetic resonance imaging RV dysfunction and dilation with good performance. Predicted RVEF is associated with clinical outcome.
Keyphrases
  • magnetic resonance imaging
  • deep learning
  • heart rate variability
  • heart rate
  • mycobacterium tuberculosis
  • computed tomography
  • left ventricular
  • machine learning
  • convolutional neural network
  • magnetic resonance