Machine learning for large-scale wearable sensor data in Parkinson's disease: Concepts, promises, pitfalls, and futures
出版年份 2016 全文链接
标题
Machine learning for large-scale wearable sensor data in Parkinson's disease: Concepts, promises, pitfalls, and futures
作者
关键词
-
出版物
MOVEMENT DISORDERS
Volume 31, Issue 9, Pages 1314-1326
出版商
Wiley
发表日期
2016-08-09
DOI
10.1002/mds.26693
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- A Q-backpropagated time delay neural network for diagnosing severity of gait disturbances in Parkinson’s disease
- (2016) Y. Nancy Jane et al. JOURNAL OF BIOMEDICAL INFORMATICS
- Probabilistic machine learning and artificial intelligence
- (2015) Zoubin Ghahramani NATURE
- Detecting and monitoring the symptoms of Parkinson's disease using smartphones: A pilot study
- (2015) S. Arora et al. PARKINSONISM & RELATED DISORDERS
- Parkinson’s Disease Subtypes in the Oxford Parkinson Disease Centre (OPDC) Discovery Cohort
- (2015) Michael Lawton et al. Journal of Parkinsons Disease
- Analyzing Activity Behavior and Movement in a Naturalistic Environment Using Smart Home Techniques
- (2015) Diane J. Cook et al. IEEE Journal of Biomedical and Health Informatics
- Classification of Parkinson's Disease Gait Using Spatial-Temporal Gait Features
- (2015) Ferdous Wahid et al. IEEE Journal of Biomedical and Health Informatics
- The factor structure of the UPDRS motor scores changes during early Parkinson's disease
- (2014) Brage Brakedal et al. PARKINSONISM & RELATED DISORDERS
- Finger Tapping Clinimetric Score Prediction in Parkinson's Disease Using Low-Cost Accelerometers
- (2013) Julien Stamatakis et al. Computational Intelligence and Neuroscience
- Automatic detection of freezing of gait events in patients with Parkinson's disease
- (2012) Evanthia E. Tripoliti et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Assessment of Tremor Activity in the Parkinson’s Disease Using a Set of Wearable Sensors
- (2012) G. Rigas et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- Dirichlet process mixture models for unsupervised clustering of symptoms in Parkinson's disease
- (2012) Nicole White et al. JOURNAL OF APPLIED STATISTICS
- Using Mobile Phones for Activity Recognition in Parkinson’s Patients
- (2012) Mark V. Albert et al. Frontiers in Neurology
- A web application for follow-up of results from a mobile device test battery for Parkinson's disease patients
- (2011) Mevludin Memedi et al. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
- Ambulatory Monitoring of Activities and Motor Symptoms in Parkinson's Disease
- (2010) Daphne G M Zwartjes et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
- Monitoring Motor Fluctuations in Patients With Parkinson's Disease Using Wearable Sensors
- (2009) S. Patel et al. IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE
- Suitability of Dysphonia Measurements for Telemonitoring of Parkinson's Disease
- (2008) M.A. Little et al. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
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