Login / Signup

Investigation of How Corneal Densitometry Artefacts Affect the Imaging of Normal and Keratoconic Corneas.

Rami AlanaziLouise Pellegrino Gomes EsporcatteLynn WhiteMarcella Q SalomãoBernardo T LopesRenato AmbrósioAhmed Abass
Published in: Bioengineering (Basel, Switzerland) (2024)
Nasal-superior artefacts are observed in the densitometry Pentacam maps, and analysis shows no significant differences in their appearance between N or KC corneas. When analysing KC corneas, it was found that the cone positions are mostly on the temporal-inferior side of the cornea, opposite to the densitometry artefact NRSD trajectory. The analysis suggests that the corneal densitometry artefacts do not interfere with the KC area of pathology as it reaches its extreme in the opposite direction; therefore, weighting the densitometry map to increase the contribution of the inferior-temporal cornea and decreasing that of the superior-nasal area would improve the classification or identification of KC if densitometry is to be used as a KC metric.
Keyphrases
  • machine learning
  • deep learning
  • optical coherence tomography
  • climate change
  • wound healing
  • mass spectrometry
  • high density
  • data analysis