Internet of things technologies and machine learning methods for Parkinson's disease diagnosis, monitoring and management: a systematic review
KM Giannakopoulou, I Roussaki, K Demestichas - Sensors, 2022 - mdpi.com
Parkinson's disease is a chronic neurodegenerative disease that affects a large portion of
the population, especially the elderly. It manifests with motor, cognitive and other types of …
the population, especially the elderly. It manifests with motor, cognitive and other types of …
The emergence of AI-based wearable sensors for digital health technology: a review
Disease diagnosis and monitoring using conventional healthcare services is typically
expensive and has limited accuracy. Wearable health technology based on flexible …
expensive and has limited accuracy. Wearable health technology based on flexible …
A Novel Artificial-Intelligence-Based Approach for Classification of Parkinson's Disease Using Complex and Large Vocal Features
Parkinson's disease (PD) affects a large proportion of elderly people. Symptoms include
tremors, slow movement, rigid muscles, and trouble speaking. With the aging of the …
tremors, slow movement, rigid muscles, and trouble speaking. With the aging of the …
Prediction of Parkinson's Disease Using Machine Learning Methods
J Zhang, W Zhou, H Yu, T Wang, X Wang, L Liu, Y Wen - Biomolecules, 2023 - mdpi.com
The detection of Parkinson's disease (PD) in its early stages is of great importance for its
treatment and management, but consensus is lacking on what information is necessary and …
treatment and management, but consensus is lacking on what information is necessary and …
Detecting Structural Changes in the Choroidal Layer of the Eye in Neurodegenerative Disease Patients through Optical Coherence Tomography Image Processing
S Otin, FJ Ávila, V Mallen, E Garcia-Martin - Biomedicines, 2023 - mdpi.com
Purpose: To evaluate alterations of the choroid in patients with a neurodegenerative disease
versus healthy controls, a custom algorithm based on superpixel segmentation was used …
versus healthy controls, a custom algorithm based on superpixel segmentation was used …
Computer Vision for Parkinson's Disease Evaluation: A Survey on Finger Tapping
J Amo-Salas, A Olivares-Gil, Á García-Bustillo… - Healthcare, 2024 - mdpi.com
Parkinson's disease (PD) is a progressive neurodegenerative disorder whose prevalence
has steadily been rising over the years. Specialist neurologists across the world assess and …
has steadily been rising over the years. Specialist neurologists across the world assess and …