Design of a Machine Learning-Assisted Wearable Accelerometer-Based Automated System for Studying the Effect of Dopaminergic Medicine on Gait Characteristics of Parkinson’s Patients

A Wearable, Patient-Adaptive Freezing of Gait Detection System for Biofeedback Cueing in Parkinson's Disease

(2019) Val Mikos et al.   IEEE Transactions on Biomedical Circuits and Systems

What happens before the first step? A New Approach to Quantifying Gait Initiation Using a Wearable Sensor

(2019) Eran Gazit et al.   GAIT & POSTURE

Estimation of spatio-temporal parameters of gait from magneto-inertial measurement units: multicenter validation among Parkinson, mildly cognitively impaired and healthy older adults

(2018) Matilde Bertoli et al.   Biomedical Engineering Online

Plant discrimination by Support Vector Machine classifier based on spectral reflectance

(2018) Saman Akbarzadeh et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Optimal Foot Location for Placing Wearable IMU Sensors and Automatic Feature Extraction for Gait Analysis

(2018) Arif Reza Anwary et al.   IEEE SENSORS JOURNAL

SPARC: a new approach to quantifying gait smoothness in patients with Parkinson’s disease

(2018) Yoav Beck et al.   Journal of NeuroEngineering and Rehabilitation

Using Body-Worn Sensors for Preliminary Rehabilitation Assessment in Stroke Victims With Gait Impairment

(2018) Sen Qiu et al.   IEEE Access

Wearable sensors objectively measure gait parameters in Parkinson’s disease

(2017) Johannes C. M. Schlachetzki et al.   PLoS One

Automatic Classification of Tremor Severity in Parkinson’s Disease Using a Wearable Device

(2017) Hyoseon Jeon et al.   SENSORS

Validation of a Step Detection Algorithm during Straight Walking and Turning in Patients with Parkinson’s Disease and Older Adults Using an Inertial Measurement Unit at the Lower Back

(2017) Minh H. Pham et al.   Frontiers in Neurology

Rule-Based Human Motion Tracking for Rehabilitation Exercises: Realtime Assessment, Feedback, and Guidance

(2017) Wenbing Zhao et al.   IEEE Access

A clinical view on the development of technology-based tools in managing Parkinson's disease

(2016) Walter Maetzler et al.   MOVEMENT DISORDERS

Gait Partitioning Methods: A Systematic Review

(2016) Juri Taborri et al.   SENSORS

Validation of an Accelerometer to Quantify a Comprehensive Battery of Gait Characteristics in Healthy Older Adults and Parkinson's Disease: Toward Clinical and at Home Use

(2016) Silvia Del Din et al.   IEEE Journal of Biomedical and Health Informatics

The distance function effect on k-nearest neighbor classification for medical datasets

(2016) Li-Yu Hu et al.   SpringerPlus

Test-Retest Reliability and Concurrent Validity of a Single Tri-Axial Accelerometer-Based Gait Analysis in Older Adults with Normal Cognition

(2016) Seonjeong Byun et al.   PLoS One

Understanding the effects of pre-processing on extracted signal features from gait accelerometry signals

(2015) Alexandre Millecamps et al.   COMPUTERS IN BIOLOGY AND MEDICINE

The major impact of freezing of gait on quality of life in Parkinson’s disease

(2014) Courtney C. Walton et al.   JOURNAL OF NEUROLOGY

Detecting Falls with Wearable Sensors Using Machine Learning Techniques

(2014) Ahmet Özdemir et al.   SENSORS

Test–retest reliability of three dimensional gait analysis: Including a novel approach to visualising agreement of gait cycle waveforms with Bland and Altman plots

(2013) Dara Meldrum et al.   GAIT & POSTURE

Gait Analysis Using Wearable Sensors

(2012) Weijun Tao et al.   SENSORS

Normative spatiotemporal gait parameters in older adults

(2011) John H. Hollman et al.   GAIT & POSTURE

Color image segmentation using automatic pixel classification with support vector machine

(2011) Xiang-Yang Wang et al.   NEUROCOMPUTING

Treadmill Gait Analysis Characterizes Gait Alterations in Parkinson's Disease and Amyotrophic Lateral Sclerosis Mouse Models

(2010) Thomas G. Hampton et al.   JOURNAL OF MOTOR BEHAVIOR

Gait dynamics in Parkinson’s disease: Common and distinct behavior among stride length, gait variability, and fractal-like scaling

(2009) Jeffrey M. Hausdorff   CHAOS