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
Publicado en:J Med Internet Res
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: Artigo
Lenguaje:Inglês
Publicado: JMIR Publications 2020
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Original Paper
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC7244995/
https://ncbi.nlm.nih.gov/pubmed/32191621
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.2196/16669
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