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Smartphone video nystagmography using convolutional neural networks: ConVNG.

Maximilian U FriedrichErich SchneiderMiriam BuerkleinJohannes TaegerJohannes HartigJens VolkmannRobert PeachDaniel Zeller
Published in: Journal of neurology (2022)
ConVNG enables offline smartphone video nystagmography with an accuracy comparable to VOG and significantly higher precision than MediaPipe, a benchmark computer vision application for gaze estimation. This serves as a blueprint for highly accessible tools with potential to accelerate progress toward precise and personalized Medicine.
Keyphrases
  • convolutional neural network
  • deep learning
  • machine learning