Validation of freezing-of-gait monitoring using smartphone

HB Kim, HJ Lee, WW Lee, SK Kim, HS Jeon… - Telemedicine and e …, 2018 - liebertpub.com
Background: Freezing of gait (FOG) is a commonly observed motor symptom for patients
with Parkinson's disease (PD). The symptoms of FOG include reduced step lengths or motor …

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

Y Xia, J Zhang, Q Ye, N Cheng, Y Lu… - … Signal Processing and …, 2018 - Elsevier
Background and objective Freezing of gait (FOG) is a symptom that manifests as an episodic
inability to move. It happens typically in patients with advanced Parkinson's disease (PD) …

Deep learning approaches for detecting freezing of gait in Parkinson's disease patients through on-body acceleration sensors

L Sigcha, N Costa, I Pavón, S Costa, P Arezes… - Sensors, 2020 - mdpi.com
Freezing of gait (FOG) is one of the most incapacitating motor symptoms in Parkinson's
disease (PD). The occurrence of FOG reduces the patients' quality of live and leads to falls …

Improved deep learning technique to detect freezing of gait in Parkinson's disease based on wearable sensors

B Li, Z Yao, J Wang, S Wang, X Yang, Y Sun - Electronics, 2020 - mdpi.com
Freezing of gait (FOG) is a paroxysmal dyskinesia, which is common in patients with
advanced Parkinson's disease (PD). It is an important cause of falls in PD patients and is …

Real-time detection of freezing of gait in Parkinson's disease using multi-head convolutional neural networks and a single inertial sensor

L Borzì, L Sigcha, D Rodríguez-Martín… - Artificial intelligence in …, 2023 - Elsevier
Background: Freezing of gait (FOG) is one of the most disabling symptoms of Parkinson's
disease (PD), contributing to poor quality of life and increased risk of falls. Wearable sensors …

A smartphone-based architecture to detect and quantify freezing of gait in Parkinson's disease

M Capecci, L Pepa, F Verdini, MG Ceravolo - Gait & posture, 2016 - Elsevier
Introduction The freezing of gait (FOG) is a common and highly distressing motor symptom in
patients with Parkinson's Disease (PD). Effective management of FOG is difficult given its …

Detection of freezing of gait in people with Parkinson's disease using smartphones

L Borzì, G Olmo, CA Artusi… - 2020 IEEE 44th Annual …, 2020 - ieeexplore.ieee.org
Freezing of Gait (FOG) is one of the most troublesome motor symptoms associated with
Parkinson's disease (PD), characterised by brief episodes of inability to step. It involves …

Detection and prediction of freezing of gait with wearable sensors in Parkinson's disease

W Zhang, H Sun, D Huang, Z Zhang, J Li, C Wu… - Neurological …, 2024 - Springer
Freezing of gait (FoG) is one of the most distressing symptoms of Parkinson's Disease (PD),
commonly occurring in patients at middle and late stages of the disease. Automatic and …

Recognition of freezing of gait in parkinson's disease based on machine vision

W Li, X Chen, J Zhang, J Lu, C Zhang, H Bai… - Frontiers in Aging …, 2022 - frontiersin.org
Background Freezing of gait (FOG) is a common clinical manifestation of Parkinson's
disease (PD), mostly occurring in the intermediate and advanced stages. FOG is likely to …

Unconstrained detection of freezing of Gait in Parkinson's disease patients using smartphone

H Kim, HJ Lee, W Lee, S Kwon, SK Kim… - 2015 37th Annual …, 2015 - ieeexplore.ieee.org
Freezing of gait (FOG) is a common motor impairment to suffer an inability to walk,
experienced by Parkinson's disease (PD) patients. FOG interferes with daily activities and …