Automated image interpretation and analysis

  • Stacked generalization ensemble of 3D orthogonal deep learning models for white matter hyperintensity segmentation in 3D T2-FLAIR images. Paper
  • 2D and 3D deep learning models for multi-organ segmentation in body MRI arXiv
  • Detection of subtle globe injuries in CT Orbits images with automated segmentation of globes and volume assessment Paper
  • Liver fibrosis staging with texture analysis in delayed-phase Gadolinium-enhanced T1-weighted MRI of the liver. ISMRM Proc