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

BACKGROUND: In 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...

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Detalles Bibliográficos
Autores principales: D'Souza, Marcus, Van Munster, Caspar E P, Dorn, Jonas F, Dorier, Alexis, Kamm, Christian P, Steinheimer, Saskia, Dahlke, Frank, Uitdehaag, Bernard M J, Kappos, Ludwig, Johnson, Matthew
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7244995/
https://www.ncbi.nlm.nih.gov/pubmed/32191621
http://dx.doi.org/10.2196/16669

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7244995/
https://www.ncbi.nlm.nih.gov/pubmed/32191621
http://dx.doi.org/10.2196/16669

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