Remote smartphone monitoring of Parkinson’s disease and individual response to therapy

Effect of a Home-Based Wearable Continuous ECG Monitoring Patch on Detection of Undiagnosed Atrial Fibrillation

(2018) Steven R. Steinhubl et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Evaluation of smartphone-based testing to generate exploratory outcome measures in a phase 1 Parkinson's disease clinical trial

(2018) Florian Lipsmeier et al.   MOVEMENT DISORDERS

Automated Quality Control for Sensor Based Symptom Measurement Performed Outside the Lab

(2018) Reham Badawy et al.   SENSORS

HETEROSKEDASTICITY AUTOCORRELATION ROBUST INFERENCE IN TIME SERIES REGRESSIONS WITH MISSING DATA

(2018) Seung-Hwa Rho et al.   ECONOMETRIC THEORY

The cloudUPDRS app: A medical device for the clinical assessment of Parkinson’s Disease

(2018) C. Stamate et al.   Pervasive and Mobile Computing

Using Smartphones and Machine Learning to Quantify Parkinson Disease Severity

(2018) Andong Zhan et al.   JAMA Neurology

Beyond smartphones and sensors: choosing appropriate statistical methods for the analysis of longitudinal data

(2018) Ian Barnett et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Automatic Classification of Tremor Severity in Parkinson’s Disease Using a Wearable Device

(2017) Hyoseon Jeon et al.   SENSORS

Home Monitoring of Blood Pressure: Short-Term Changes during Serial Measurements for 56398 Subjects

(2017) Giorgio Quer et al.   IEEE Journal of Biomedical and Health Informatics

Using and understanding cross-validation strategies. Perspectives on Saeb et al.

(2017) Max A Little et al.   GigaScience

The need to approximate the use-case in clinical machine learning

(2017) Sohrab Saeb et al.   GigaScience

Formative Evaluation of Participant Experience With Mobile eConsent in the App-Mediated Parkinson mPower Study: A Mixed Methods Study

(2017) Megan Doerr et al.   JMIR mHealth and uHealth

Technology in Parkinson's disease: Challenges and opportunities

(2016) Alberto J. Espay et al.   MOVEMENT DISORDERS

Real-World Evidence — What Is It and What Can It Tell Us?

(2016) Rachel E. Sherman et al.   NEW ENGLAND JOURNAL OF MEDICINE

Feasibility and effects of home-based smartphone-delivered automated feedback training for gait in people with Parkinson's disease: A pilot randomized controlled trial

(2016) Pieter Ginis et al.   PARKINSONISM & RELATED DISORDERS

The mPower study, Parkinson disease mobile data collected using ResearchKit

(2016) Brian M. Bot et al.   Scientific Data

Detecting and monitoring the symptoms of Parkinson's disease using smartphones: A pilot study

(2015) S. Arora et al.   PARKINSONISM & RELATED DISORDERS

A Smartphone-Based Tool for Assessing Parkinsonian Hand Tremor

(2015) N. Kostikis et al.   IEEE Journal of Biomedical and Health Informatics

Regularization Paths for Generalized Linear Models via Coordinate Descent

(2015) Jerome Friedman et al.   Journal of Statistical Software

MatchIt: Nonparametric Preprocessing for Parametric Causal Inference

(2015) Daniel E. Ho et al.   Journal of Statistical Software

A Validated Smartphone-Based Assessment of Gait and Gait Variability in Parkinson’s Disease

(2015) Robert J. Ellis et al.   PLoS One

Partial distance correlation with methods for dissimilarities

(2014) Gábor J. Székely et al.   ANNALS OF STATISTICS

Does Self-Selection Affect Samples’ Representativeness in Online Surveys? An Investigation in Online Video Game Research

(2014) Yasser Khazaal et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Parkinson Disease Subtypes

(2014) Mary Ann Thenganatt et al.   JAMA Neurology

Measuring the Lifespace of People With Parkinson’s Disease Using Smartphones: Proof of Principle

(2014) Jacki Liddle et al.   JMIR mHealth and uHealth

A Comprehensive Assessment of Gait Accelerometry Signals in Time, Frequency and Time-Frequency Domains

(2013) Ervin Sejdic et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Collection and Analysis of a Parkinson Speech Dataset With Multiple Types of Sound Recordings

(2013) B. E. Sakar et al.   IEEE Journal of Biomedical and Health Informatics

Wisdom of crowds for robust gene network inference

(2012) Daniel Marbach et al.   NATURE METHODS

The modified bradykinesia rating scale for Parkinson's disease: Reliability and comparison with kinematic measures

(2011) Dustin A. Heldman et al.   MOVEMENT DISORDERS

Selection Bias in Web Surveys

(2010) Jelke Bethlehem   INTERNATIONAL STATISTICAL REVIEW

Nonlinear speech analysis algorithms mapped to a standard metric achieve clinically useful quantification of average Parkinson's disease symptom severity

(2010) A. Tsanas et al.   Journal of the Royal Society Interface

Effectiveness of Continuous Glucose Monitoring in a Clinical Care Environment: Evidence from the Juvenile Diabetes Research Foundation Continuous Glucose Monitoring (JDRF-CGM) trial

(2009)   DIABETES CARE

The montreal cognitive assessment as a screening tool for cognitive impairment in Parkinson's disease

(2008) David J. Gill et al.   MOVEMENT DISORDERS

Movement Disorder Society-sponsored revision of the Unified Parkinson's Disease Rating Scale (MDS-UPDRS): Scale presentation and clinimetric testing results

(2008) Christopher G. Goetz et al.   MOVEMENT DISORDERS