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