Login / Signup

Explainable machine learning predictions of perceptual sensitivity for retinal prostheses.

Galen Nicholas PogoncheffZuying HuAriel RokemMichael Beyeler
Published in: Journal of neural engineering (2024)
Our results demonstrate that routinely collected clinical measures and a single session of system fitting might be sufficient to inform an XAI-based threshold prediction strategy, which has the potential to transform clinical practice in predicting visual outcomes.&#xD.
Keyphrases
  • machine learning
  • clinical practice
  • optical coherence tomography
  • working memory
  • artificial intelligence
  • high intensity
  • metabolic syndrome
  • type diabetes
  • optic nerve
  • weight loss