Parkinson's Disease Mechanisms and Treatments
43 works in the bibliography carry this topic. Each used an Axivity accelerometer to collect data, or evaluated one as an instrument.
2026
- A Two-Stage Questionnaire and Actigraphy Screening for Isolated REM Sleep Behavior Disorder in a Multicenter Cohort (opens in new tab)
- Accelerometry-Derived REM Sleep Behavior Disorder Predicts Future Parkinson’s Disease in the UK Biobank (opens in new tab)
- Beyond the Leaderboard: Evaluating the Robustness of Deep Learning Models for Detecting Freezing of Gait (opens in new tab)
- Comparison of EMG, Video, and Actigraphy Signals for Detecting Motor Activity in REM Sleep Behavior Disorder (opens in new tab)
- Gait-Related Digital Mobility Outcomes in Parkinson's Disease: New Insights into Convergent Validity? (opens in new tab)
- Home-Based REM Sleep Without Atonia in Patients with Parkinson’s Disease: A Post Hoc Analysis of the ZEAL Study (opens in new tab)
- Parkinson-PEST: protocol for a case–control study on environmental risk factors and Parkinson’s disease (opens in new tab)
- Privacy and personalisation: predicting Parkinson’s disease severity from real-world gait with federated learning (opens in new tab)
2025
- Accelerometry-derived features of physical activity, sleep and circadian rhythm relate to non-motor symptoms in individuals with isolated REM sleep behavior disorder (opens in new tab)
- Actigraphy-based detection of isolated REM sleep behavior disorder: multicenter validation across devices and populations (opens in new tab)
- Disturbed rest-activity rhythm in Parkinson's disease: Associations with motor severity and orthostatic hypotension (opens in new tab)
- Movement Disorders and Smart Wrist Devices: A Comprehensive Study (opens in new tab)
- Patient Acceptability and Technical Reliability of Wearable Devices Used for Monitoring People With Parkinson Disease: Survey Study (opens in new tab)
- Physical Activities and Parkinson's Disease Progression: A Two‐Sample Mendelian Randomization Study (opens in new tab)
- The future of clinical trials? Monitoring mobility as an outcome measure in Parkinson's disease: The mobilise-D study (opens in new tab)
- Using a Back‐Worn Accelerometer to Capture Nocturia Frequency in Parkinson's: An Exploratory Study (opens in new tab)
2024
- Association of physical activity pattern and risk of Parkinson’s disease (opens in new tab)
- Cognitive training and promoting a healthy lifestyle for individuals with isolated REM sleep behavior disorder: study protocol of the delayed-start randomized controlled trial CogTrAiL-RBD (opens in new tab)
- Digital biomarkers for precision diagnosis and monitoring in Parkinson’s disease (opens in new tab)
- Explorando los avances y desafíos en la monitorización continua de los temblores para la enfermedad de Parkinson: una revisión sistemática (opens in new tab)
2023
- Accelerometer‐derived sleep measures in idiopathic dystonia: A UK Biobank cohort study (opens in new tab)
- Association of accelerometer-measured physical activity intensity, sedentary time, and exercise time with incident Parkinson’s disease (opens in new tab)
- Detection and Characterization of Walking Bouts Using a Single Wrist-Worn Accelerometer in Free-living Conditions (opens in new tab)
- Feasibility and usability of a digital health technology system to monitor mobility and assess medication adherence in mild-to-moderate Parkinson's disease (opens in new tab)
- The STEPWISE study: study protocol for a smartphone-based exercise solution for people with Parkinson’s Disease (randomized controlled trial) (opens in new tab)
- Translating digital healthcare to enhance clinical management: a protocol for an observational study using a digital health technology system to monitor medication adherence and its effect on mobility in people with Parkinson’s (opens in new tab)
- Using Clinical Scales and Digital Measures to Explore Falls in Patients with Lewy Body Dementia (opens in new tab)
- Wearable movement-tracking data identify Parkinson’s disease years before clinical diagnosis (opens in new tab)
2022
- Ambulatory Detection of Isolated Rapid‐Eye‐Movement Sleep Behavior Disorder Combining Actigraphy and Questionnaire (opens in new tab)
- Ambulatory detection of isolated REM sleep behavior disorder combining actigraphy and questionnaire (opens in new tab)
- Association Between Sleep Duration and Parkinson’s Disease Varied Across Related Orphan Receptor A rs2028122 Genotypes (opens in new tab)
- Promoting independence in Lewy body dementia through exercise: the PRIDE study (opens in new tab)
- Wearable devices can identify Parkinson’s disease up to 7 years before clinical diagnosis (opens in new tab)
2021
- Multimodal Classification of Parkinson’s Disease in Home Environments with Resiliency to Missing Modalities (opens in new tab)
- Protocol for the DeFOG trial: A randomized controlled trial on the effects of smartphone-based, on-demand cueing for freezing of gait in Parkinson's disease (opens in new tab)
2020
- Accelerometry-Based Digital Gait Characteristics for Classification of Parkinson's Disease: What Counts? (opens in new tab)
- Comparing laboratory and in-the-wild data for continuous Parkinson’s Disease tremor detection (opens in new tab)
- Entropy of Real-World Gait in Parkinson’s Disease Determined from Wearable Sensors as a Digital Marker of Altered Ambulatory Behavior (opens in new tab)
2019
2018
Designing free-living quantitative reports for Parkinson’s
- Longitudinal changes over thirty-six months in postural control dynamics and cognitive function in people with Parkinson's disease (opens in new tab)
- Postural Dynamics Are Associated With Cognitive Decline in Parkinson's Disease (opens in new tab)