Automated laterality determination in Ultra-Widefield Scanning Laser Ophthalmoscopy

Apr 07, 2018 MIDL 2018 Abstract Submission readers: everyone
  • Abstract: A deep learning method to determine the laterality of ultra-widefield retinal images is presented. On a test set of 411 images, a 98.3% accuracy was achieved. Saliency maps show that the network activates on the same features which a human reviewer would use to determine laterality.
  • Keywords: Image processing, deep learning, retinal imaging
  • Author Affiliation: University of Glasgow, Optos plc (A Nikon company)
0 Replies