Prediction and detection of freezing of gait in Parkinson’s disease from plantar pressure data using long short-term memory neural-networks

Prediction of Freezing of Gait in Parkinson’s Disease Using Wearables and Machine Learning

(2021) Luigi Borzì et al.   SENSORS

Early Detection of Freezing of Gait during Walking Using Inertial Measurement Unit and Plantar Pressure Distribution Data

(2021) Scott Pardoel et al.   SENSORS

Foot Pressure Wearable Sensors for Freezing of Gait Detection in Parkinson’s Disease

(2020) Andrea Marcante et al.   SENSORS

Prediction of Gait Freezing in Parkinsonian Patients: A Binary Classification Augmented With Time Series Prediction

(2019) Arash Arami et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Wearable-Sensor-based Detection and Prediction of Freezing of Gait in Parkinson’s Disease: A Review

(2019) Pardoel et al.   SENSORS

Long short term memory based patient-dependent model for FOG detection in Parkinson's disease

(2019) Amira S. Ashour et al.   PATTERN RECOGNITION LETTERS

Deep learning for freezing of gait detection in Parkinson’s disease patients in their homes using a waist-worn inertial measurement unit

(2018) Julià Camps et al.   KNOWLEDGE-BASED SYSTEMS

Determining the optimal features in freezing of gait detection through a single waist accelerometer in home environments

(2018) Albert Samà et al.   PATTERN RECOGNITION LETTERS

Evaluation of deep convolutional neural networks for detection of freezing of gait in Parkinson’s disease patients

(2018) Yi Xia et al.   Biomedical Signal Processing and Control

Prospective Fall-Risk Prediction Models for Older Adults Based on Wearable Sensors

(2017) Jennifer Howcroft et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Prolonged Walking with a Wearable System Providing Intelligent Auditory Input in People with Parkinson’s Disease

(2017) Pieter Ginis et al.   Frontiers in Neurology

Home detection of freezing of gait using support vector machines through a single waist-worn triaxial accelerometer

(2017) Daniel Rodríguez-Martín et al.   PLoS One

Wearable-Sensor-Based Classification Models of Faller Status in Older Adults

(2016) Jennifer Howcroft et al.   PLoS One

Analysis and Prediction of the Freezing of Gait Using EEG Brain Dynamics

(2015) A. M. Ardi Handojoseno et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

Prediction of Freezing of Gait in Parkinson's From Physiological Wearables: An Exploratory Study

(2015) Sinziana Mazilu et al.   IEEE Journal of Biomedical and Health Informatics

Autonomous identification of freezing of gait in Parkinson's disease from lower-body segmental accelerometry

(2013) Steven T Moore et al.   Journal of NeuroEngineering and Rehabilitation

Automatic detection of freezing of gait events in patients with Parkinson's disease

(2012) Evanthia E. Tripoliti et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Turning and unilateral cueing in Parkinson's disease patients with and without freezing of gait

(2012) J. Spildooren et al.   NEUROSCIENCE

A comparison of clinical and objective measures of freezing of gait in Parkinson's disease

(2012) Tiffany R. Morris et al.   PARKINSONISM & RELATED DISORDERS

Foot Plantar Pressure Measurement System: A Review

(2012) Abdul Hadi Abdul Razak et al.   SENSORS

Clinimetrics of freezing of gait

(2010) Anke H. Snijders et al.   MOVEMENT DISORDERS

Understanding and treating freezing of gait in parkinsonism, proposed working definition, and setting the stage

(2010) Nir Giladi et al.   MOVEMENT DISORDERS

Externally provoked freezing of gait in open runways in advanced Parkinson’s disease results from motor and mental collapse

(2008) C. Moreau et al.   JOURNAL OF NEURAL TRANSMISSION

Parkinson's disease: clinical features and diagnosis

(2008) J Jankovic   JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY