Wearable-sensor-based detection and prediction of freezing of gait in Parkinson's disease: a review
Freezing of gait (FOG) is a serious gait disturbance, common in mid-and late-stage
Parkinson's disease, that affects mobility and increases fall risk. Wearable sensors have …
Parkinson's disease, that affects mobility and increases fall risk. Wearable sensors have …
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 …
commonly occurring in patients at middle and late stages of the disease. Automatic and …
[HTML][HTML] WiFOG: Integrating deep learning and hybrid feature selection for accurate freezing of gait detection
This study investigates the feasibility of utilizing non-invasive WiFi sensing using the 4.8
GHz operating frequency band of the 5 G spectrum, which is suitable for Internet of Things …
GHz operating frequency band of the 5 G spectrum, which is suitable for Internet of Things …
Identification of characteristic motor patterns preceding freezing of gait in Parkinson's disease using wearable sensors
Freezing of gait (FOG) is a disabling symptom that is common among patients with
advanced Parkinson's disease (PD). External cues such as rhythmic auditory stimulation can …
advanced Parkinson's disease (PD). External cues such as rhythmic auditory stimulation can …
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 …
advanced Parkinson's disease (PD). It is an important cause of falls in PD patients and is …
A smartphone-based architecture to detect and quantify freezing of gait in Parkinson's disease
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 …
patients with Parkinson's Disease (PD). Effective management of FOG is difficult given its …
A novel deep dual self-attention and Bi-LSTM fusion framework for Parkinson's disease prediction using freezing of gait: a biometric application
Parkinson's disease (PD) disorder is caused by the imbalance of inhibitory dopamine and
excitatory acetylcholine neurotransmitters, which causes hindrance in locomotion. Freezing …
excitatory acetylcholine neurotransmitters, which causes hindrance in locomotion. Freezing …
l-DOPA and Freezing of Gait in Parkinson's Disease: Objective Assessment through a Wearable Wireless System
Freezing of gait (FOG) is a leading cause of falls and fractures in Parkinson's disease (PD).
The episodic and rather unpredictable occurrence of FOG, coupled with the variable …
The episodic and rather unpredictable occurrence of FOG, coupled with the variable …
Evaluation of deep convolutional neural networks for detection of freezing of gait in Parkinson's disease patients
Y **a, 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) …
inability to move. It happens typically in patients with advanced Parkinson's disease (PD) …
Unconstrained detection of freezing of Gait in Parkinson's disease patients using smartphone
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 …
experienced by Parkinson's disease (PD) patients. FOG interferes with daily activities and …