Multi-scale and Multi-level Feature Assessment Framework for Classification of Parkinson’s Disease State from Short-term Motor Tasks

Information Science, Artificial Intelligence, Medicine, Neurology, Life Sciences, Bioengineering,
Parkinson’s disease   feature assessment   machine learning   wearable devices   short-term motor tasks  

Academic Background Parkinson’s Disease (PD) is the second most common chronic neurodegenerative disease, primarily affecting individuals aged 65 and above. With the global population aging, the prevalence of Parkinson’s disease is projected to increase from 7 million in 2015 to 13 million by 2040. Currently, the diagnosis of Parkinson’s disease ma...

Revolutionizing Sports with Nanotechnology: Better Protection and Stronger Support

Chemistry, Nanoscience, Engineering, Materials Science, Medicine, Sports Medicine,
nanomaterials   sports   wearable devices   sports fabrics   sports medicine   nanotechnology   athlete training  

How Nanotechnology is Revolutionizing Sports: Better Protection and Stronger Support Academic Background With the continuous development of modern sports activities, the performance of athletes, training methods, and the demands for sports equipment are also evolving. Traditional sports equipment and training methods can no longer meet the high req...

A Wearable Echomyography System Based on a Single Transducer

Engineering, Electrical Engineering, Information Science, Artificial Intelligence, Medicine, Respiratory System, Neurology, Medical Imaging, Life Sciences, Bioengineering,
wearable devices   echomyography   single transducer   deep learning   muscle activity monitoring   wireless circuit   ultrasound  

Innovative Advances in Wearable Single-Transducer Echomyography Systems: From Muscle Dynamics Monitoring to Complex Gesture Tracking Academic Background and Research Significance In recent years, wearable electronic devices have garnered significant attention for their enormous potential in health monitoring and human-machine interaction. Electromy...

Wearable Biofeedback Device to Assess Gait Features and Improve Gait Pattern in People with Parkinson’s Disease: A Case Series

Wearable Biofeedback Device to Assess Gait Features and Improve Gait Pattern in People with Parkinson’s Disease: A Case Series

Medicine, Geriatrics, Neurology, Sports Medicine, Life Sciences, Bioengineering,
wearable devices   biofeedback   gait assessment   Parkinson's disease   gait rehabilitation  

Application of Wearable Biofeedback Device in Gait Assessment for Parkinson’s Disease Patients: A Case Series Study Research Background Patients with Parkinson’s Disease (PD) often exhibit abnormal gait patterns, severely affecting their independence and quality of life. Gait abnormalities primarily manifest as reduced stride length, increased step...