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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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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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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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Classification of Aggressive Movements Using Smartwatches

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

2020

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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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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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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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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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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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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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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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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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Review of fall risk assessment in geriatric populations using inertial sensors

Journal of neuroengineering and rehabilitation, 2013-08, Vol.10 (1), p.91-91

2013

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Development of an Integrated Powered Hip and Microprocessor-Controlled Knee for a Hip-Knee-Ankle-Foot Prosthesis

Bioengineering (Basel), 2023-05, Vol.10 (5), p.614

2023

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Video-Based Deep Learning Approach for 3D Human Movement Analysis in Institutional Hallways: A Smart Hallway

Computation, 2021-12, Vol.9 (12), p.130

2021

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A novel approach to surface electromyography: an exploratory study of electrode-pair selection based on signal characteristics

Journal of neuroengineering and rehabilitation, 2012-04, Vol.9 (1), p.24-24

2012

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The effect of surface inclination and limb on knee loading measures in transtibial prosthesis users

Journal of neuroengineering and rehabilitation, 2019-03, Vol.16 (1), p.37-37, Article 37

2019

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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

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

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

Classification of Aggressive Movements Using Smartwatches

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

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

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

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

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

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

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

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

Review of fall risk assessment in geriatric populations using inertial sensors

Development of an Integrated Powered Hip and Microprocessor-Controlled Knee for a Hip-Knee-Ankle-Foot Prosthesis

Video-Based Deep Learning Approach for 3D Human Movement Analysis in Institutional Hallways: A Smart Hallway

A novel approach to surface electromyography: an exploratory study of electrode-pair selection based on signal characteristics

The effect of surface inclination and limb on knee loading measures in transtibial prosthesis users

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