Autoencoder as a New Method for Maintaining Data Privacy While Analyzing Videos of Patients With Motor Dysfunction: Proof-of-Concept Study

• Main Authors: D'Souza, Marcus (Author), Van Munster, Caspar E P (Author), Dorn, Jonas F (Author), Dorier, Alexis (Author), Kamm, Christian P (Author), Steinheimer, Saskia (Author), Dahlke, Frank (Author), Uitdehaag, Bernard M J (Author), Kappos, Ludwig (Author), Johnson, Matthew (Author)
• Format: Book
• Published: JMIR Publications, 2020-05-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundIn chronic neurological diseases, especially in multiple sclerosis (MS), clinical assessment of motor dysfunction is crucial to monitor the disease in patients. Traditional scales are not sensitive enough to detect slight changes. Video recordings of patient performance are more accurate a...