Publications by authors named "Daniel C Auger"
StrainNet: Improved Myocardial Strain Analysis of Cine MRI by Deep Learning from DENSE.
Radiol Cardiothorac Imaging
June 2023
Article Synopsis
- A study developed a deep learning model called StrainNet that analyzes heart displacement and strain using cine MRI data and DENSE measurements.
- It involved training and testing the model on data gathered from a diverse group of patients with heart diseases and healthy individuals over several years, focusing on the model's accuracy in predicting myocardial movements.
- The results indicated that StrainNet performed better than traditional feature tracking methods, showing strong agreement with DENSE measurements for both global and segmental strain analysis.