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Wearable sensors for Parkinson’s disease: which data are worth collecting for training symptom detection models

Machine learning algorithms that use data streams captured from soft wearable sensors have the potential to automatically detect PD symptoms and inform clinicians about the progression of disease. However, these algorithms must be trained with annotated data from clinical experts who can recognize s...

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Dettagli Bibliografici
Pubblicato in:NPJ Digit Med
Autori principali: Lonini, Luca, Dai, Andrew, Shawen, Nicholas, Simuni, Tanya, Poon, Cynthia, Shimanovich, Leo, Daeschler, Margaret, Ghaffari, Roozbeh, Rogers, John A., Jayaraman, Arun
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Publishing Group UK 2018
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC6550186/
https://ncbi.nlm.nih.gov/pubmed/31304341
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41746-018-0071-z
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