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Automated cardiac volume assessment and cardiac long- and short-axis imaging plane prediction from electrocardiogram-gated computed tomography volumes enabled by deep learning.

Zhennong ChenMarzia RigolliDavis Marc VigneaultSeth KligermanLewis HahnAnna NarezkinaAmanda CraineKatherine LoweFrancisco Contijoch
Published in: European heart journal. Digital health (2021)
A volumetric, DL approach provides multiple chamber segmentations and can re-slice the imaging volume along standardized cardiac imaging planes for reproducible wall motion abnormality and functional assessment.
Keyphrases
  • deep learning
  • high resolution
  • computed tomography
  • left ventricular
  • machine learning
  • magnetic resonance imaging
  • magnetic resonance
  • contrast enhanced
  • pet ct