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

Sensors (Basel, Switzerland), 2019-11, Vol.19 (23), p.5141

2019

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Feature selection for wearable smartphone-based human activity recognition with able bodied, elderly, and stroke patients

PloS one, 2015-04, Vol.10 (4), p.e0124414-e0124414

2015

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

IEEE transactions on neural systems and rehabilitation engineering, 2017-10, Vol.25 (10), p.1812-1820

2017

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Elderly fall risk prediction using static posturography

PloS one, 2017-02, Vol.12 (2), p.e0172398-e0172398

2017

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

PloS one, 2016-04, Vol.11 (4), p.e0153240-e0153240

2016

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

Journal of neuroengineering and rehabilitation, 2021-11, Vol.18 (1), p.167-167, Article 167

2021

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

Sensors (Basel, Switzerland), 2021-03, Vol.21 (6), p.2246

2021

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Grouping successive freezing of gait episodes has neutral to detrimental effect on freeze detection and prediction in Parkinson’s disease

PloS one, 2021-10, Vol.16 (10), p.e0258544-e0258544

2021

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Faller Classification in Older Adults Using Wearable Sensors Based on Turn and Straight-Walking Accelerometer-Based Features

Sensors (Basel, Switzerland), 2017-06, Vol.17 (6), p.1321

2017

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Analysis of dual-task elderly gait in fallers and non-fallers using wearable sensors

Journal of biomechanics, 2016-05, Vol.49 (7), p.992-1001

2016

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Automated Implementation of the Edinburgh Visual Gait Score (EVGS) Using OpenPose and Handheld Smartphone Video

Sensors (Basel, Switzerland), 2023-05, Vol.23 (10), p.4839

2023

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Feature selection for elderly faller classification based on wearable sensors

Journal of neuroengineering and rehabilitation, 2017-05, Vol.14 (1), p.47-47, Article 47

2017

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Fall risk classification for people with lower extremity amputations using random forests and smartphone sensor features from a 6-minute walk test

PloS one, 2021-04, Vol.16 (4), p.e0247574-e0247574

2021

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Classification of Aggressive Movements Using Smartwatches

Sensors (Basel, Switzerland), 2020-11, Vol.20 (21), p.6377

2020

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L Test Subtask Segmentation for Lower-Limb Amputees Using a Random Forest Algorithm

Sensors (Basel, Switzerland), 2024-08, Vol.24 (15), p.4953

2024

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Amputee Fall Risk Classification Using Machine Learning and Smartphone Sensor Data from 2-Minute and 6-Minute Walk Tests

Sensors (Basel, Switzerland), 2022-02, Vol.22 (5), p.1749

2022

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Dual-Task Elderly Gait of Prospective Fallers and Non-Fallers: A Wearable-Sensor Based Analysis

Sensors (Basel, Switzerland), 2018-04, Vol.18 (4), p.1275

2018

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Comparison of Decision Tree and Long Short-Term Memory Approaches for Automated Foot Strike Detection in Lower Extremity Amputee Populations

Sensors (Basel, Switzerland), 2021-10, Vol.21 (21), p.6974

2021

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A pelvic kinematic approach for calculating hip angles for active hip disarticulation prosthesis control

Journal of neuroengineering and rehabilitation, 2023-11, Vol.20 (1), p.1-152, Article 152

2023

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Effects of the unity vacuum suspension system on transtibial gait for simulated non-level surfaces

PloS one, 2018-06, Vol.13 (6), p.e0199181-e0199181

2018

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Design, development, and evaluation of a local sensor-based gait phase recognition system using a logistic model decision tree for orthosis-control

Journal of neuroengineering and rehabilitation, 2019-02, Vol.16 (1), p.22-22, Article 22

2019

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Ultrasonic Tethering to Enable Side-by-Side Following for Powered Wheelchairs

Sensors (Basel, Switzerland), 2018-12, Vol.19 (1), p.109

2018

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Prediction of Freezing of Gait in Parkinson's Disease Using Unilateral and Bilateral Plantar-Pressure Data

Frontiers in neurology, 2022-04, Vol.13, p.831063-831063

2022

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Subtask Segmentation Methods of the Timed Up and Go Test and L Test Using Inertial Measurement Units—A Scoping Review

Information (Basel), 2023-02, Vol.14 (2), p.127

2023

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Lower limb sagittal kinematic and kinetic modeling of very slow walking for gait trajectory scaling

PloS one, 2018-09, Vol.13 (9), p.e0203934-e0203934

2018

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

Feature selection for wearable smartphone-based human activity recognition with able bodied, elderly, and stroke patients

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

Elderly fall risk prediction using static posturography

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

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

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

Grouping successive freezing of gait episodes has neutral to detrimental effect on freeze detection and prediction in Parkinson’s disease

Faller Classification in Older Adults Using Wearable Sensors Based on Turn and Straight-Walking Accelerometer-Based Features

Analysis of dual-task elderly gait in fallers and non-fallers using wearable sensors

Automated Implementation of the Edinburgh Visual Gait Score (EVGS) Using OpenPose and Handheld Smartphone Video

Feature selection for elderly faller classification based on wearable sensors

Fall risk classification for people with lower extremity amputations using random forests and smartphone sensor features from a 6-minute walk test

Classification of Aggressive Movements Using Smartwatches

L Test Subtask Segmentation for Lower-Limb Amputees Using a Random Forest Algorithm

Amputee Fall Risk Classification Using Machine Learning and Smartphone Sensor Data from 2-Minute and 6-Minute Walk Tests

Dual-Task Elderly Gait of Prospective Fallers and Non-Fallers: A Wearable-Sensor Based Analysis

Comparison of Decision Tree and Long Short-Term Memory Approaches for Automated Foot Strike Detection in Lower Extremity Amputee Populations

A pelvic kinematic approach for calculating hip angles for active hip disarticulation prosthesis control

Effects of the unity vacuum suspension system on transtibial gait for simulated non-level surfaces

Design, development, and evaluation of a local sensor-based gait phase recognition system using a logistic model decision tree for orthosis-control

Ultrasonic Tethering to Enable Side-by-Side Following for Powered Wheelchairs

Prediction of Freezing of Gait in Parkinson's Disease Using Unilateral and Bilateral Plantar-Pressure Data

Subtask Segmentation Methods of the Timed Up and Go Test and L Test Using Inertial Measurement Units—A Scoping Review

Lower limb sagittal kinematic and kinetic modeling of very slow walking for gait trajectory scaling

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