Login / Signup

Deep learning estimation of three-dimensional left atrial shape from two-chamber and four-chamber cardiac long axis views.

Hao XuSteven E WilliamsMichelle C WilliamsDavid E NewbyJonathan TaylorRadhouene NejiKarl P KunzeSteven A NiedererAlistair A Young
Published in: European heart journal. Cardiovascular Imaging (2023)
Compared to the bi-plane area-length method, the network showed higher accuracy and robustness for both volume and surface area.
Keyphrases
  • left atrial
  • left ventricular
  • deep learning
  • mitral valve
  • atrial fibrillation
  • catheter ablation
  • artificial intelligence
  • heart failure
  • convolutional neural network
  • machine learning