Unsupervised home monitoring of Parkinson's disease motor symptoms using body-worn accelerometers.

[1]  G. G. Stokes.  "J." , 1890, The New Yale Book of Quotations.

[2]  A. Thompson,et al.  Evaluating neurological outcome measures : the bare essentials , 2022 .

[3]  G. Stebbins,et al.  Efficacy of a patient‐training videotape on motor fluctuations for on‐off diaries in parkinson's disease , 1997, Movement disorders : official journal of the Movement Disorder Society.

[4]  D. Brooks,et al.  A five-year study of the incidence of dyskinesia in patients with early Parkinson's disease who were treated with ropinirole or levodopa. , 2000, The New England journal of medicine.

[5]  P. Asselman,et al.  An ambulatory dyskinesia monitor , 2000, Journal of neurology, neurosurgery, and psychiatry.

[6]  M. T. Pellecchia,et al.  Unawareness of dyskinesias in Parkinson's and Huntington's diseases , 2001, Neurological Sciences.

[7]  J. Dayhoff,et al.  Artificial neural networks , 2001, Cancer.

[8]  Judith E. Dayhoff,et al.  Conference on Prognostic Factors and Staging in Cancer Management: Contributions of Artificial Neural Networks and Other Statistical Methods , 2001 .

[9]  S. Shiffman,et al.  Patient non-compliance with paper diaries , 2002, BMJ : British Medical Journal.

[10]  S. Gielen,et al.  Automatic assessment of levodopa‐induced dyskinesias in daily life by neural networks , 2003, Movement disorders : official journal of the Movement Disorder Society.

[11]  B. Yegnanarayana,et al.  Artificial Neural Networks , 2004 .

[12]  R. Hauser,et al.  Parkinson's disease home diary: Further validation and implications for clinical trials , 2004, Movement disorders : official journal of the Movement Disorder Society.

[13]  C. N. Scanaill,et al.  A Review of Approaches to Mobility Telemonitoring of the Elderly in Their Living Environment , 2006, Annals of Biomedical Engineering.

[14]  Geoffrey E. Hinton,et al.  Reducing the Dimensionality of Data with Neural Networks , 2006, Science.

[15]  Stan C A M Gielen,et al.  Ambulatory motor assessment in Parkinson's disease , 2006, Movement disorders : official journal of the Movement Disorder Society.

[16]  Kamiar Aminian,et al.  Quantification of Tremor and Bradykinesia in Parkinson's Disease Using a Novel Ambulatory Monitoring System , 2007, IEEE Transactions on Biomedical Engineering.

[17]  Radford M. Neal.  Pattern Recognition and Machine Learning , 2007, Technometrics.

[18]  J. Jankovic,et al.  Movement Disorder Society‐sponsored revision of the Unified Parkinson's Disease Rating Scale (MDS‐UPDRS): Scale presentation and clinimetric testing results , 2008, Movement disorders : official journal of the Movement Disorder Society.

[19]  Yitzhak Schiller,et al.  Parkinson's disease tremor is diminished with relaxation guided imagery , 2009, Movement disorders : official journal of the Movement Disorder Society.

[20]  Treatment of Parkinson's disease could be regulated by movement sensors: subcutaneous infusion of varying apomorphine doses according to the intensity of motor activity. , 2009, Medical hypotheses.

[21]  C. Clarke,et al.  Systematic review of levodopa dose equivalency reporting in Parkinson's disease , 2010, Movement disorders : official journal of the Movement Disorder Society.

[22]  R. Barker,et al.  Defining meaningful outcome measures in trials of disease-modifying therapies in Parkinson's disease , 2011, Expert opinion on pharmacotherapy.

[23]  Dimitrios I. Fotiadis,et al.  On automated assessment of Levodopa-induced dyskinesia in Parkinson's disease , 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[24]  Lynn Rochester,et al.  Targeting dopa‐sensitive and dopa‐resistant gait dysfunction in Parkinson's disease: Selective responses to internal and external cues , 2011, Movement disorders : official journal of the Movement Disorder Society.

[25]  Luca Palmerini,et al.  Hilbert–Huang-Based Tremor Removal to Assess Postural Properties From Accelerometers , 2011, IEEE Transactions on Biomedical Engineering.

[26]  D. Burn,et al.  Parkinson's disease: The quintessential neuropsychiatric disorder , 2011, Movement disorders : official journal of the Movement Disorder Society.

[27]  P. Kempster,et al.  Automated assessment of bradykinesia and dyskinesia in Parkinson's disease. , 2012, Journal of Parkinson's disease.

[28]  B. Bloem,et al.  Quantitative wearable sensors for objective assessment of Parkinson's disease , 2013, Movement disorders : official journal of the Movement Disorder Society.

[29]  J. Giuffrida,et al.  Objective motion sensor assessment highly correlated with scores of global levodopa-induced dyskinesia in Parkinson's disease. , 2013, Journal of Parkinson's disease.

[30]  J. Jankovic,et al.  How to identify tremor dominant and postural instability/gait difficulty groups with the movement disorder society unified Parkinson's disease rating scale: Comparison with the unified Parkinson's disease rating scale , 2013, Movement disorders : official journal of the Movement Disorder Society.

[31]  D. Heldman,et al.  Motion sensor dyskinesia assessment during activities of daily living. , 2014, Journal of Parkinson's disease.

[32]  Catherine Sackley,et al.  Priority setting partnership to identify the top 10 research priorities for the management of Parkinson's disease , 2014, BMJ Open.

[33]  Angelo Antonini,et al.  Wearable sensor-based objective assessment of motor symptoms in Parkinson’s disease , 2015, Journal of Neural Transmission.

[34]  L. Chiari,et al.  Dyskinesia detection and monitoring by a single sensor in patients with Parkinson's disease , 2015, Movement disorders : official journal of the Movement Disorder Society.

[35]  Lynn Rochester,et al.  Body‐worn sensors—the brave new world of clinical measurement? , 2015, Movement disorders : official journal of the Movement Disorder Society.

[36]  Richard Walker,et al.  PD Disease State Assessment in Naturalistic Environments Using Deep Learning , 2015, AAAI.

[37]  S. Bhattacharjee,et al.  Continuous leg dyskinesia assessment in Parkinson's disease –clinical validity and ecological effect , 2016 .

[38]  Nils Y. Hammerla,et al.  Body-Worn Sensors in Parkinson's Disease: Evaluating Their Acceptability to Patients. , 2016, Telemedicine journal and e-health : the official journal of the American Telemedicine Association.