Automated laterality determination in Ultra-Widefield Scanning Laser Ophthalmoscopy

Peter Wakeford, Enrico Pellegrini, Jano van Hemert, Ik Siong Heng

Apr 07, 2018 (modified: May 16, 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)
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