Machine learning for large-scale wearable sensor data in Parkinson's disease: Concepts, promises, pitfalls, and futures

Author:

Kubota Ken J.1,Chen Jason A.23,Little Max A.45

Affiliation:

1. Department of Data Science; tranSMART Foundation; Wakefield Massachusetts USA

2. Verge Genomics; San Francisco California USA

3. Interdepartmental Program in Bioinformatics; University of California at Los Angeles; Los Angeles California USA

4. Aston University; Aston Triangle Birmingham United Kingdom

5. Media Lab; Massachusetts Institute of Technology; Cambridge Massachusetts USA

Publisher

Wiley

Subject

Neurology (clinical),Neurology

Reference43 articles.

1. The Elements of Statistical Learning

2. eMarketer Smartphone User Penetration as Percentage of Total Global Population from 2011 to 2018*: Statista - The Statistics Portal 2014

3. Movement Disorder Society-sponsored revision of the Unified Parkinson's Disease Rating Scale (MDS-UPDRS): Process, format, and clinimetric testing plan;Goetz;Mov Disord,2007

4. Smartphone-PD: Preliminary results of an mHealth application to track and quantify characteristics of Parkinson's disease in real-time (Abstracts of the Nineteenth International Congress of Parkinson's Disease and Movement Disorders);Abiola;Mov Disord,2015

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