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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Dades bibliogràfiques
Publicat a:J Med Internet Res
Autors principals: 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
Format: Artigo
Idioma:Inglês
Publicat: JMIR Publications 2020
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Original Paper
Accés en línia: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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