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

A single session of trip-specific training modifies trunk control following treadmill induced balance perturbations in stroke survivors

(2019) Masood Nevisipour et al.   GAIT & POSTURE

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

Clinical and methodological challenges for assessing freezing of gait: Future perspectives

(2019) Martina Mancini et al.   MOVEMENT DISORDERS

Deep learning for freezing of gait detection in Parkinson’s disease patients in their homes using a waist-worn inertial measurement unit

(2018) Julià Camps et al.   KNOWLEDGE-BASED SYSTEMS

Deep Brain Stimulation to Alleviate Freezing of Gait and Cognitive Dysfunction in Parkinson's Disease: Update on Current Research and Future Perspectives

(2018) Chuyi Huang et al.   Frontiers in Neuroscience

Evaluation of deep convolutional neural networks for detection of freezing of gait in Parkinson’s disease patients

(2018) Yi Xia et al.   Biomedical Signal Processing and Control

Effect of Rhythmic Auditory Cueing on Aging Gait: A Systematic Review and Meta-Analysis

(2018) Shashank Ghai et al.   Aging and Disease

Shared and Task-Specific Muscle Synergies during Normal Walking and Slipping

(2017) Mohammad Moein Nazifi et al.   Frontiers in Human Neuroscience

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

(2017) Luca Palmerini et al.   Frontiers in Neurology

Cognitive Contributions to Freezing of Gait in Parkinson Disease: Implications for Physical Rehabilitation

(2015) D. S. Peterson et al.   PHYSICAL THERAPY

Prediction of Freezing of Gait in Parkinson's From Physiological Wearables: An Exploratory Study

(2015) Sinziana Mazilu et al.   IEEE Journal of Biomedical and Health Informatics

Cues and Attention in Parkinsonian Gait: Potential Mechanisms and Future Directions

(2015) Daniel S. Peterson et al.   Frontiers in Neurology

Low-frequency stimulation of STN-DBS reduces aspiration and freezing of gait in patients with PD

(2014) T. Xie et al.   NEUROLOGY

Does Anxiety Cause Freezing of Gait in Parkinson's Disease?

(2014) Kaylena A. Ehgoetz Martens et al.   PLoS One

Could Sensory Mechanisms Be a Core Factor That Underlies Freezing of Gait in Parkinson’s Disease?

(2013) Kaylena A. Ehgoetz Martens et al.   PLoS One

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

A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches

(2011) M. Galar et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Entropy analysis of tri-axial leg acceleration signal waveforms for measurement of decrease of physiological variability in human gait

(2011) Yuki Tochigi et al.   JOURNAL OF ORTHOPAEDIC RESEARCH

Freezing of gait: moving forward on a mysterious clinical phenomenon

(2011) John G Nutt et al.   LANCET NEUROLOGY

Medical treatment of freezing of gait

(2010) Nir Giladi   MOVEMENT DISORDERS

Freezing of gait in Parkinson's disease: The impact of dual-tasking and turning

(2010) Joke Spildooren et al.   MOVEMENT DISORDERS

Objective detection of subtle freezing of gait episodes in Parkinson's disease

(2010) Arnaud Delval et al.   MOVEMENT DISORDERS

Gait disorders and balance disturbances in Parkinsonʼs disease: clinical update and pathophysiology

(2009) Tjitske A Boonstra et al.   CURRENT OPINION IN NEUROLOGY

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Rehabilitation treatment of gait in patients with Parkinson's disease with freezing: A comparison between two physical therapy protocols using visual and auditory cues with or without treadmill training

(2009) Giuseppe Frazzitta et al.   MOVEMENT DISORDERS

Determinants of disability and quality of life in mild to moderate Parkinson disease

(2008) D. Muslimovic et al.   NEUROLOGY

Ambulatory monitoring of freezing of gait in Parkinson's disease

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