Tremor Detection in Parkinson’s Disease from Wearable Data: A Comparative Study of Centralized Learning versus Federated Learning
Author:
Affiliation:
1. Institute of Computing, UNICAMP,Campinas,Brazil
2. UFOP,Computing Science Department,Ouro Preto,Brazil
3. UFMG,Computing Science Department,Belo Horizonte,Brazil
Funder
Samsung
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx8/10621442/10621052/10621460.pdf?arnumber=10621460
Reference19 articles.
1. Parkinson disease: a public health approach: technical brief
2. Neurologist-associated reduction in PD-related hospitalizations and health care expenditures;Willis,2012
3. Accelerometer data collected with a minimum set of wearable sensors from subjects with Parkinson’s disease
4. Differential diagnosis of Parkinson and essential tremor with convolutional LSTM networks
5. InceptionTime: Finding AlexNet for time series classification
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