A Ready-to-Use Grading Tool for Facial Palsy Examiners-Automated Grading System in Facial Palsy Patients Made Easy.

Leonard KnoedlerMaximilian MiragallMartin Kauke-NavarroDoha ObedMaximilian BauerPatrick TißlerLukas PrantlHans-Guenther MachensPeter Niclas BroerHelena BaecherAdriana C Panayi Leonard Knoedler Andreas Kehrer

Published in: Journal of personalized medicine (2022)

We have developed an easy-to-use, time- and cost-efficient algorithm that provides highly accurate automated grading of FP patient images. In combination with our application, the algorithm may facilitate the FP surgeon's clinical workflow.

Keyphrases

deep learning
machine learning
end stage renal disease
ejection fraction
newly diagnosed
chronic kidney disease
high throughput
convolutional neural network
prognostic factors
peritoneal dialysis
soft tissue
high resolution
patient reported outcomes
electronic health record
single cell
patient reported