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Statistical and topological summaries aid disease detection for segmented retinal vascular images.

John T NardiniCharles W J PughHelen M Byrne
Published in: Microcirculation (New York, N.Y. : 1994) (2023)
Our work represents a first step to establishing which computational methods are most suitable for identifying microvascular disease and assessing their current limitations. These methods could be incorporated into automated disease assessment tools.
Keyphrases
  • deep learning
  • optical coherence tomography
  • machine learning
  • quantum dots
  • label free
  • sensitive detection
  • loop mediated isothermal amplification