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Comparison of semi-automated versus manual quantitative right ventricular assessment in tetralogy of Fallot.

Joanna LowiszFrancis J AlenghatYi LiDavid RobersonJamie PenkRupali Gandhi
Published in: Cardiology in the young (2021)
The semi-automated software generates quantitative right ventricular measures in children with tetralogy of Fallot with good reliability and good correlation with manual methods for all measures, but with significant difference between manual and semi-automated techniques for area and functional measures. The specific right ventricular geometry in tetralogy of Fallot children may be why, compared to normal anatomy, greater differences were observed between the two techniques.
Keyphrases
  • deep learning
  • machine learning
  • high throughput
  • young adults
  • high resolution
  • clinical evaluation
  • data analysis