Multi-modal deep learning diagnosis of parkinson's disease—A systematic review

V Skaramagkas, A Pentari… - … on Neural Systems …, 2023 - ieeexplore.ieee.org
Parkinson's Disease (PD) is among the most frequent neurological disorders. Approaches
that employ artificial intelligence and notably deep learning, have been extensively …

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 …

New sensor data structuring for deeper feature extraction in human activity recognition

TT Alemayoh, JH Lee, S Okamoto - Sensors, 2021 - mdpi.com
For the effective application of thriving human-assistive technologies in healthcare services
and human–robot collaborative tasks, computing devices must be aware of human …

Technological support for people with parkinson's disease: a narrative review

T Di Libero, E Langiano… - Journal of …, 2023 - jgerontology-geriatrics.com
Background. Parkinson's disease resulting from the degeneration of specific areas of the
brain, can cause severely disabling symptoms, such as freezing of gait. Freezing of gait …

Insights into Parkinson's Disease-Related Freezing of Gait Detection and Prediction Approaches: A Meta Analysis

H Elbatanouny, N Kleanthous, H Dahrouj, S Alusi… - Sensors, 2024 - mdpi.com
Parkinson's Disease (PD) is a complex neurodegenerative disorder characterized by a
spectrum of motor and non-motor symptoms, prominently featuring the freezing of gait …

Attention based 1-D CNN system for detection of Freezing of gait (FOG) in Parkinsons Patients

DP Kumar, BJ Sowmya, A Vincent… - 2024 15th …, 2024 - ieeexplore.ieee.org
One common clinical symptom seen in Parkinson's disease (PD) patients is freezing of gait
(FOG). It manifests as an irregular gait, marked by abrupt, involuntary stopping of movement …

On-demand gait-phase synchronous electrical cueing to reduce freezing of gait in Parkinson's disease

A Dvorani - 2024 - search.proquest.com
Parkinson's disease (PD) is a neurodegenerative disorder, ranked as the second most
prevalent neurological disorder, that significantly impacts the lives of millions of people …

[PDF][PDF] On-demand gait-phase synchronous electrical cueing to reduce freezing of gait in Parkinson's disease

A Dvorani - depositonce.tu-berlin.de
Parkinson's disease (PD) is a neurodegenerative disorder, ranked as the second most
prevalent neurological disorder, that significantly impacts the lives of millions of people …

Smart Shoes for Gait and Mobility Assessment

YS Apoorva, SM George - 2021 IEEE Mysore Sub Section …, 2021 - ieeexplore.ieee.org
Gait analysis is an important medical diagnostic process which can be used in many
applications like mobility assessment, healthcare, sports training, therapy, rehabilitation and …