Freezing of Gait Detection in Parkinson's Disease: A Subject-Independent Detector Using Anomaly Scores

No abstract is available for this paper.

• Publication year

  2017

• Venue

  IEEE Transactions on Biomedical Engineering

• Publication date

  2017-02-07

• Fields of study

  Medicine, Mathematics, Engineering, Computer Science

• Identifiers
  DOI 10.1109/TBME.2017.2665438PMID 28186875
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Using dynamic mode decomposition to extract cyclic behavior in the stock market

  2016cited by this paper
• Identifying freezing of gait in Parkinson's disease during freezing provoking tasks using waist-mounted accelerometry.

  2015influential reference
• Detection of Freezing of Gait in Parkinson Disease: Preliminary Results

  2014cited by this paper
• A Comprehensive Assessment of Gait Accelerometry Signals in Time, Frequency and Time-Frequency Domains

  2014cited by this paper
• Automatic Identification and Classification of Freezing of Gait Episodes in Parkinson's Disease Patients

  2014cited by this paper
• Feature Learning for Detection and Prediction of Freezing of Gait in Parkinson's Disease

  2013influential reference
• Three simple clinical tests to accurately predict falls in people with Parkinson's disease

  2013cited by this paper
• Autonomous identification of freezing of gait in Parkinson's disease from lower-body segmental accelerometry

  2013influential reference
• Assessing the utility of Freezing of Gait Questionnaires in Parkinson's Disease.

  2012influential reference
• A comparison of clinical and objective measures of freezing of gait in Parkinson's disease.

  2012influential reference
• Online detection of freezing of gait with smartphones and machine learning techniques

  2012influential reference
• Conditional Likelihood Maximisation: A Unifying Framework for Information Theoretic Feature Selection

  2012cited by this paper
• Parkinsonism: Onset, progression, and mortality

  2011cited by this paper
• Detecting freezing-of-gait during unscripted and unconstrained activity

  2011influential reference
• Obstacle avoidance to elicit freezing of gait during treadmill walking

  2010cited by this paper
• Wearable Assistant for Parkinson’s Disease Patients With the Freezing of Gait Symptom

  2010influential reference
• Validation of the freezing of gait questionnaire in patients with Parkinson's disease

  2009cited by this paper
• Clusterability: A Theoretical Study

  2009cited by this paper
• Clinical and physiological assessments for elucidating falls risk in Parkinson's disease

  2009cited by this paper
• Information Retrieval

  2008cited by this paper
• Externally provoked freezing of gait in open runways in advanced Parkinson’s disease results from motor and mental collapse

  2008cited by this paper
• Dynamic mode decomposition of numerical and experimental data

  2008cited by this paper
• Movement Disorder Society‐sponsored revision of the Unified Parkinson's Disease Rating Scale (MDS‐UPDRS): Scale presentation and clinimetric testing results

  2008cited by this paper
• Ambulatory monitoring of freezing of gait in Parkinson's disease.

  2008influential reference
• Predictors of freezing in Parkinson's disease: A survey of 6,620 patients

  2007cited by this paper
• A Mathematical Theory of Communication

  2006cited by this paper
• Falls and freezing of gait in Parkinson's disease: A review of two interconnected, episodic phenomena

  2004cited by this paper
• Use and interpretation of on/off diaries in Parkinson’s disease

  2004cited by this paper
• Characterization of freezing of gait subtypes and the response of each to levodopa in Parkinson's disease

  2003cited by this paper
• Gait analysis for freezing detection in patients with movement disorder using three dimensional acceleration system

  2003influential reference
• Parkinsonism

  1998cited by this paper
• Forming inferences about some intraclass correlation coefficients.

  1996cited by this paper
• Ten Lectures on Wavelets

  1992cited by this paper
• The Feature Selection Problem: Traditional Methods and a New Algorithm

  1992cited by this paper
• Biomedical signal processing (in four parts)

  1990cited by this paper
• A comparison of clinical and pathological features of young‐ and old‐onset Parkinson's disease

  1988cited by this paper
• Intraclass correlations: uses in assessing rater reliability.

  1979cited by this paper
• “Mini-mental state”: A practical method for grading the cognitive state of patients for the clinician

  1975influential reference
• Hamiltonian Systems and Transformation in Hilbert Space.

  1931cited by this paper

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• Shallow multi-view network for sensor-based recognition of Parkinson's freezing of gait

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• Gait dynamics and brain function abnormalities in Parkinson’s disease with freezing of gait: a clinical study using resting-state fMRI and wearable devices

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• Personalized prediction of gait freezing using dynamic mode decomposition

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• Grey Wolf Optimized Transformer Model for Enhanced Multi-class Prediction of Parkinson’s Freezing of Gait Events

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• FM-FoG: A Real-Time Foundation Model-based Wearable System for Freezing-of-Gait Mitigation

  2025cites this paper
• Prediction of Freezing of Gait in Parkinson's disease based on multi-channel time-series neural network

  2024cites this paper
• Deep Learning–Based Prediction of Freezing of Gait in Parkinson's Disease With the Ensemble Channel Selection Approach

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• Gait-Guard: Turn-aware Freezing of Gait Detection for Non-intrusive Intervention Systems

  2024cites this paper
• Insights into Parkinson’s Disease-Related Freezing of Gait Detection and Prediction Approaches: A Meta Analysis

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  2024cites this paper
• Adaptive fuzzy-evidential classification based on association rule mining

  2024cites this paper
• Video-Based Detection of Freezing of Gait in Daily Clinical Practice in Patients With Parkinsonism

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• Machine learning approach for predicting state transitions via shank acceleration data during freezing of gait in Parkinson's disease

  2024cites this paper
• Intelligent diagnosis system based on artificial intelligence models for predicting freezing of gait in Parkinson’s disease

  2024cites this paper
• Recent trends in wearable device used to detect freezing of gait and falls in people with Parkinson’s disease: A systematic review

  2023cites this paper
• In-Depth Analysis of Parkinson's Disease: A Comprehensive Approach

  2023cites this paper
• A Patient Invariant Model Towards the Prediction of Freezing of Gait

  2023cites this paper
• The advantages of artificial intelligence-based gait assessment in detecting, predicting, and managing Parkinson’s disease

  2023cites this paper
• FoG-Finder: Real-time Freezing of Gait Detection and Treatment

  2023influential citation
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  2023cites this paper
• Techniques for the detection and management of freezing of gait in Parkinson's disease – A systematic review and future perspectives

  2023cites this paper
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  2022cites this paper
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  2022cites this paper
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  2022cites this paper
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  2022cites this paper
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  2022cites this paper
• Sensor technology with gait as a diagnostic tool for assessment of Parkinson’s disease: a survey

  2022cites this paper
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  2022cites this paper
• An abnormal gait monitoring system for patients with Parkinson's disease based on wearable devices

  2022cites this paper
• A Comparative Study of Objective Outcome Measures Used in Clinical Trials of Freezing of Gait 

  2021cites this paper
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  2021influential citation
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  2021cites this paper
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  2021cites this paper
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  2021cites this paper
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  2021cites this paper
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  2021cites this paper
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  2021cites this paper
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  2021cites this paper
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  2020cites this paper
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  2020cites this paper
• Classification, Prediction, and Monitoring of Parkinson's disease using Computer Assisted Technologies: A Comparative Analysis

  2020cites this paper
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  2020cites this paper
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  2020cites this paper
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  2020cites this paper
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  2020cites this paper
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  2019cites this paper
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  2019cites this paper
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  2019cites this paper
• Non-Contact Early Warning of Shaking Palsy

  2019cites this paper
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  2019cites this paper
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  2019cites this paper
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  2019cites this paper
• Wearable-Sensor-Based Detection and Prediction of Freezing of Gait in Parkinson’s Disease: A Review

  2019influential citation
• IoMT Based Smart Health Care Monitoring System

  2019cites this paper
• Explicative human activity recognition using adaptive association rule-based classification

  2018influential citation
• Algorithms

  2018cites this paper
• Background

  2018cites this paper
• Introduction

  2018cites this paper
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  2018cites this paper
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  2018cites this paper
• Wearable sensors for Parkinson’s disease: which data are worth collecting for training symptom detection models

  2018cites this paper
• Design and Performance Evaluation of a Wearable Sensing System for Lower-Limb Exoskeleton

  2018cites this paper
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  2018cites this paper
• Technology-based assessment of motor and nonmotor phenomena in Parkinson disease

  2018cites this paper
• A Review on Accelerometry-Based Gait Analysis and Emerging Clinical Applications

  2018cites this paper
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  2018cites this paper
• Point Anomaly Detection: Application to Freezing of Gait Monitoring

  2018cites this paper
• Internet of Things for Smart Healthcare: Technologies, Challenges, and Opportunities

  2017cites this paper
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  2017influential citation
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  2017influential citation
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  2017cites this paper
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  2017cites this paper
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  2017cites this paper