ReviewTranslational neurodegeneration2022
Stepping up to meet the challenge of freezing of gait in Parkinson's disease.
Review in Translational neurodegeneration, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
22 citing papers in PubMed.
- Crowdsourcing and machine learning contests in Parkinson's disease research - when do they work?Journal of Parkinson's disease · 2026Review
- From clutter to confidence: home environmental triggers and adaptive solutions for freezing of gait in Parkinson's disease.Journal of neural transmission (Vienna, Austria : 1996) · 2026Review
- Deep learning for freezing of gait assessment using inertial measurement units: a multicentre validation study.NPJ Parkinson's disease · 2026Article
- Explainable SHAP- XGBoost with DAT and clinical data for freezing of gait detection in Parkinson disease.NPJ Parkinson's disease · 2026Article
- Motor and non-motor outcomes post rehabilitation for persons with freezing of gait and Parkinson's disease: A systematic review and Meta-analysis.Clinical parkinsonism & related disorders · 2026Review
- Differential Effects of Levodopa and Stimulation on Post-Surgery Freezing of Gait in Subthalamic Nucleus Deep Brain Stimulation Parkinson's Disease Patients: A Clinical and Kinematic Analysis.Movement disorders clinical practice · 2025Article
- A Case of Acute-Onset, Refractory Freezing of Gait Following Subthalamic Nucleus Deep Brain Stimulation Adjustment.Cureus · 2025Article
- Management of freezing of gait - mechanism-based practical recommendations.Nature reviews. Neurology · 2025Review
- Motor, affective, cognitive, and perceptual symptom changes over time in individuals with Parkinson's disease who develop freezing of gait.Journal of neurology · 2025Article
- Could adaptive deep brain stimulation treat freezing of gait in Parkinson's disease?Journal of neurology · 2025Review
- Freezing of gait detection: The effect of sensor type, position, activities, datasets, and machine learning model.Journal of Parkinson's disease · 2025Article
- Technology for measuring freezing of gait: Current state of the art and recommendations.Journal of Parkinson's disease · 2025Review
- Effects of augmented reality cueing strategies on freezing of gait: The ELIMINATE FoG trial.Clinical parkinsonism & related disorders · 2025Article
- A machine learning contest enhances automated freezing of gait detection and reveals time-of-day effects.Nature communications · 2024Article
- Freezing of gait in Parkinson's disease is related to imbalanced stopping-related cortical activity.Brain communications · 2024Article
- Wearable robot helps man with Parkinson's disease to walk.Nature medicine · 2024Article
- Which Gait Tasks Produce Reliable Outcome Measures of Freezing of Gait in Parkinson's Disease?Journal of Parkinson's disease · 2024Article
- Soft robotic apparel to avert freezing of gait in Parkinson's disease.Nature medicine · 2024Article
- Is the freezing index a valid outcome to assess freezing of gait during turning in Parkinson's disease?Frontiers in neurology · 2024Article
- Exploring the levodopa-paradox of freezing of gait in dopaminergic medication-naïve Parkinson's disease populations.NPJ Parkinson's disease · 2023Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
There has been a growing appreciation for freezing of gait as a disabling symptom that causes a significant burden in Parkinson's disease. Previous research has highlighted some of the key components that underlie the phenomenon, but these reductionist approaches have yet to lead to a paradigm shift resulting in the development of novel treatment strategies. Addressing this issue will require greater integration of multi-modal data with complex computational modeling, but there are a number of critical aspects that need to be considered before embarking on such an approach. This paper highlights where the field needs to address current gaps and shortcomings including the standardization of definitions and measurement, phenomenology and pathophysiology, as well as considering what available data exist and how future studies should be constructed to achieve the greatest potential to better understand and treat this devastating symptom.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.