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

• প্রধান লেখক: D'Souza, Marcus (লেখক), Van Munster, Caspar E P (লেখক), Dorn, Jonas F (লেখক), Dorier, Alexis (লেখক), Kamm, Christian P (লেখক), Steinheimer, Saskia (লেখক), Dahlke, Frank (লেখক), Uitdehaag, Bernard M J (লেখক), Kappos, Ludwig (লেখক), Johnson, Matthew (লেখক)
• বিন্যাস: গ্রন্থ
• প্রকাশিত: JMIR Publications, 2020-05-01T00:00:00Z.
• বিষয়গুলি: article
• অনলাইন ব্যবহার করুন: 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...