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

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

(2021) Luigi Borzì et al.   SENSORS

Using Wearable Sensors and Machine Learning to Automatically Detect Freezing of Gait during a FOG-Provoking Test

(2020) Tal Reches et al.   SENSORS

Prediction of Freezing of Gait in Parkinson’s Disease Using Statistical Inference and Lower–Limb Acceleration Data

(2019) Nader Naghavi et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

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

Towards Real-Time Prediction of Freezing of Gait in Patients With Parkinson’s Disease: Addressing the Class Imbalance Problem

(2019) Nader Naghavi et al.   SENSORS

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

(2019) Pardoel et al.   SENSORS

Relief-Based Feature Selection: Introduction and Review

(2018) Ryan J. Urbanowicz et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A prospective study of falls in relation to freezing of gait and response fluctuations in Parkinson's disease

(2018) Yasuyuki Okuma et al.   PARKINSONISM & RELATED DISORDERS

Increased foot strike variability in Parkinson's disease patients with freezing of gait

(2018) Jesal Shah et al.   PARKINSONISM & RELATED DISORDERS

Discrete wavelet transform-based freezing of gait detection in Parkinson’s disease

(2018) Amira El-Attar et al.   JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE

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

Feature selection for elderly faller classification based on wearable sensors

(2017) Jennifer Howcroft et al.   Journal of NeuroEngineering and Rehabilitation

Freezing of gait and fall detection in Parkinson’s disease using wearable sensors: a systematic review

(2017) Ana Lígia Silva de Lima et al.   JOURNAL OF NEUROLOGY

Identification of Characteristic Motor Patterns Preceding Freezing of Gait in Parkinson’s Disease Using Wearable Sensors

(2017) Luca Palmerini et al.   Frontiers in Neurology

l-DOPA and Freezing of Gait in Parkinson’s Disease: Objective Assessment through a Wearable Wireless System

(2017) Antonio Suppa et al.   Frontiers in Neurology

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

(2016) Jennifer Howcroft et al.   PLoS One

The role of wrist-mounted inertial sensors in detecting gait freeze episodes in Parkinson’s disease

(2016) Sinziana Mazilu et al.   Pervasive and Mobile Computing

A Technological Review of the Instrumented Footwear for Rehabilitation with a Focus on Parkinson’s Disease Patients

(2016) Justyna Maculewicz et al.   Frontiers in Neurology

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

Detecting freezing of gait with a tri-axial accelerometer in Parkinson’s disease patients

(2015) Claas Ahlrichs et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

The effect of medication and the role of postural instability in different components of freezing of gait (FOG)

(2014) Julie Nantel et al.   PARKINSONISM & RELATED DISORDERS

A review of feature selection methods based on mutual information

(2013) Jorge R. Vergara et al.   NEURAL COMPUTING & APPLICATIONS

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

Repetitive stepping in place identifies and measures freezing episodes in subjects with Parkinson's disease

(2011) Julie Nantel et al.   GAIT & POSTURE

Freezing of gait: moving forward on a mysterious clinical phenomenon

(2011) John G Nutt et al.   LANCET NEUROLOGY

A simple method to assess freezing of gait in Parkinson's disease patients

(2010) M.B. Popovic et al.   BRAZILIAN JOURNAL OF MEDICAL AND BIOLOGICAL RESEARCH

Cueing for freezing of gait in patients with Parkinson's disease: A rehabilitation perspective

(2010) Alice Nieuwboer   MOVEMENT DISORDERS

Wearable Assistant for Parkinson’s Disease Patients With the Freezing of Gait Symptom

(2009) M. Bachlin et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

Bilateral coordination of walking and freezing of gait in Parkinson’s disease

(2008) Meir Plotnik et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Ambulatory monitoring of freezing of gait in Parkinson's disease

(2007) Steven T. Moore et al.   JOURNAL OF NEUROSCIENCE METHODS