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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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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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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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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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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), 2024-07, Vol.24 (15), p.4953

2024

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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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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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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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Balance confidence classification in people with a lower limb amputation using six minute walk test smartphone sensor signals

PLOS digital health, 2024-08, Vol.3 (8), p.e0000570

2024

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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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Automated step detection with 6-minute walk test smartphone sensors signals for fall risk classification in lower limb amputees

PLOS digital health, 2022-08, Vol.1 (8), p.e0000088-e0000088

2022

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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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Development of a Smart Hallway for Marker-Less Human Foot Tracking and Stride Analysis

IEEE journal of translational engineering in health and medicine, 2021-01, Vol.9, p.1-12

2021

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Maintaining stable transfemoral amputee gait on level, sloped and simulated uneven conditions in a virtual environment

Disability and rehabilitation: Assistive technology, 2019-04, Vol.14 (3), p.226-235

2019

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Fall risk assessment in the wild: A critical examination of wearable sensor use in free-living conditions

Gait & posture, 2021-03, Vol.85, p.178-190

2021

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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

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

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

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

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

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

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

Balance confidence classification in people with a lower limb amputation using six minute walk test smartphone sensor signals

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

Automated step detection with 6-minute walk test smartphone sensors signals for fall risk classification in lower limb amputees

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

Development of a Smart Hallway for Marker-Less Human Foot Tracking and Stride Analysis

Maintaining stable transfemoral amputee gait on level, sloped and simulated uneven conditions in a virtual environment

Fall risk assessment in the wild: A critical examination of wearable sensor use in free-living conditions

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

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