Quadruple Decision Making for Parkinson’s Disease Patients: Combining Expert Opinion, Patient Preferences, Scientific Evidence, and Big Data Approaches to Reach Precision Medicine

Deep brain stimulation for monogenic Parkinson’s disease: a systematic review

(2019) Tomi Kuusimäki et al.   JOURNAL OF NEUROLOGY

Update on treatments for nonmotor symptoms of Parkinson's disease-an evidence-based medicine review

(2019) Klaus Seppi et al.   MOVEMENT DISORDERS

A roadmap for implementation of patient‐centered digital outcome measures in Parkinson's disease obtained using mobile health technologies

(2019) Alberto J. Espay et al.   MOVEMENT DISORDERS

Measuring Parkinson's disease over time: The real‐world within‐subject reliability of the MDS‐UPDRS

(2019) Luc J.W. Evers et al.   MOVEMENT DISORDERS

Big Data and Predictive Analytics

(2018) Nilay D. Shah et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Effectiveness and costs of specialised physiotherapy given via ParkinsonNet: a retrospective analysis of medical claims data

(2018) Jan H L Ypinga et al.   LANCET NEUROLOGY

International Parkinson and movement disorder society evidence-based medicine review: Update on treatments for the motor symptoms of Parkinson's disease

(2018) Susan H. Fox et al.   MOVEMENT DISORDERS

Using Medical Claims Analyses to Understand Interventions for Parkinson Patients

(2018) Bastiaan R. Bloem et al.   Journal of Parkinsons Disease

Using Smartphones and Machine Learning to Quantify Parkinson Disease Severity

(2018) Andong Zhan et al.   JAMA Neurology

Health Information Counselors

(2018) Amelia Fiske et al.   ACADEMIC MEDICINE

Management of Parkinson’s Disease 20 Years from Now: Towards Digital Health Pathways

(2018) Jochen Klucken et al.   Journal of Parkinsons Disease

What hinders the uptake of computerized decision support systems in hospitals? A qualitative study and framework for implementation

(2017) Elisa G. Liberati et al.   Implementation Science

Unintended Consequences of Machine Learning in Medicine

(2017) Federico Cabitza et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

The Evolution of Patient Diagnosis

(2017) Kenneth D. Mandl et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Levodopa response differs in Parkinson's motor subtypes: A task-based effective connectivity study

(2017) Brianne Mohl et al.   JOURNAL OF COMPARATIVE NEUROLOGY

Prediction of cognition in Parkinson's disease with a clinical–genetic score: a longitudinal analysis of nine cohorts

(2017) Ganqiang Liu et al.   LANCET NEUROLOGY

Personalized medicine in Parkinson's disease: Time to be precise

(2017) Nataliya Titova et al.   MOVEMENT DISORDERS

Feasibility of large-scale deployment of multiple wearable sensors in Parkinson's disease

(2017) Ana Lígia Silva de Lima et al.   PLoS One

GBA-Associated Parkinson’s Disease: Progression in a Deep Brain Stimulation Cohort

(2017) Vanessa Lythe et al.   Journal of Parkinsons Disease

Changing the approach to treatment choice in epilepsy using big data

(2016) Orrin Devinsky et al.   EPILEPSY & BEHAVIOR

Technology in Parkinson's disease: Challenges and opportunities

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

The mPower study, Parkinson disease mobile data collected using ResearchKit

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

Predictive Big Data Analytics: A Study of Parkinson’s Disease Using Large, Complex, Heterogeneous, Incongruent, Multi-Source and Incomplete Observations

(2016) Ivo D. Dinov et al.   PLoS One

Machine Learning Approach to Optimizing Combined Stimulation and Medication Therapies for Parkinson's Disease

(2015) Reuben R. Shamir et al.   Brain Stimulation

Diagnosis of Parkinson's disease on the basis of clinical and genetic classification: a population-based modelling study

(2015) Mike A Nalls et al.   LANCET NEUROLOGY

Cognitive Impairment in Fall-Related Studies in Parkinson’s Disease

(2015) Josefa M. Domingos et al.   Journal of Parkinsons Disease

Presentation of Diagnostic Information to Doctors May Change Their Interpretation and Clinical Management: A Web-Based Randomised Controlled Trial

(2015) Yoav Ben-Shlomo et al.   PLoS One

Personhood and solidarity: what kind of personalized medicine do we want?

(2014) Barbara Prainsack   Personalized Medicine

The Nijmegen Decision Tool for Chronic Low Back Pain. Development of a Clinical Decision Tool for Secondary or Tertiary Spine Care Specialists

(2014) Miranda L. van Hooff et al.   PLoS One

The Parable of Google Flu: Traps in Big Data Analysis

(2014) D. Lazer et al.   SCIENCE

Evidence based medicine: a movement in crisis?

(2014) T. Greenhalgh et al.   BMJ-British Medical Journal

The Inevitable Application of Big Data to Health Care

(2013) Travis B. Murdoch et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Predicting and Communicating the Risk of Recurrence and Death in Women With Early-Stage Breast Cancer: A Systematic Review of Risk Prediction Models

(2013) Ellen G. Engelhardt et al.   JOURNAL OF CLINICAL ONCOLOGY

Moving from physician-centered care towards patient-centered care for Parkinson's disease patients

(2013) Martijn van der Eijk et al.   PARKINSONISM & RELATED DISORDERS

Summary of the recommendations of the EFNS/MDS-ES review on therapeutic management of Parkinson's disease

(2012) J. J. Ferreira et al.   EUROPEAN JOURNAL OF NEUROLOGY

Accelerated clinical discovery using self-reported patient data collected online and a patient-matching algorithm

(2011) Paul Wicks et al.   NATURE BIOTECHNOLOGY

The identification of Parkinson's disease subtypes using cluster analysis: A systematic review

(2010) Stephanie M. van Rooden et al.   MOVEMENT DISORDERS

Medical decision-making capacity in cognitively impaired Parkinson's disease patients without dementia

(2008) Roy C. Martin et al.   MOVEMENT DISORDERS