A new online Arabic handwriting dataset for analyzing Parkinson's disease

MF Allebawi, T Dhieb, I Jarraya, M Neji… - … on Cyberworlds (CW …, 2023 - ieeexplore.ieee.org
Parkinson's disease (PD) is a common and progressive neurodegenerative disorder with
motor symptoms and a variety of non-motor symptoms. Experts regularly include handwriting …

Automatic analysis of Arabic online handwriting of patients with Parkinson's disease: statistical study and classification

I Aouraghe, A Ammour, G Khaissidi, M Mrabti… - Proceedings of the new …, 2019 - dl.acm.org
Parkinson's disease (PD) is the second most common neurodegenerative disease affecting
significant portion of elderly population. One of the most frequent hallmarks and usually also …

Feature selection for an improved Parkinson's disease identification based on handwriting

C Taleb, M Khachab, C Mokbel… - 2017 1st International …, 2017 - ieeexplore.ieee.org
Parkinson's disease (PD) is a neurological disorder associated with a progressive decline in
motor skills, speech, and cognitive processes. Since the diagnosis of Parkinson's disease is …

A novel approach combining temporal and spectral features of Arabic online handwriting for Parkinson's disease prediction

I Aouraghe, A Alae, K Ghizlane, M Mrabti… - Journal of Neuroscience …, 2020 - Elsevier
Background Parkinson's disease (PD) affects millions of people worldwide, and it is
predicted that this pathology will gravely increase in the next few years. Unfortunately …

A reliable method to predict parkinson's disease stage and progression based on handwriting and re-sampling approaches

C Taleb, M Khachab, C Mokbel… - 2018 IEEE 2Nd …, 2018 - ieeexplore.ieee.org
A reliable system depending on algorithms that assist in the decision-making process to
diagnose Parkinson's disease (PD) at an early stage and to predict the Hoehn & Yahr (H&Y) …

Unsupervised learning for characterization of Arabic online handwriting of Parkinson's disease patients

I Aouraghe, A Ammour, G Khaissidi, M Mrabti… - SN Applied …, 2020 - Springer
In this paper, we propose to characterize the on-line handwriting for the early detection of
Parkinson's disease. Thus, using kinematics, mechanical, and spatial features of …

Characterization of the Handwriting Skills as a Biomarker for Parkinson's Disease

R Castrillón, A Acien… - 2019 14th IEEE …, 2019 - ieeexplore.ieee.org
In this paper we evaluate the suitability of handwriting patterns as potential biomarkers to
model Parkinson's disease (PD). Although the study of PD is attracting the interest of many …

Parkinson's Disease Detection from Online Handwriting based on Beta-Elliptical Approach and Fuzzy Perceptual Detector

MF Allebawi, T Dhieb, M Neji, N Farhat, E Smaoui… - IEEE …, 2024 - ieeexplore.ieee.org
The increasing age of our society is connected to a rising number of people suffering from
disorders. One such disorder is Parkinson's disease (PD). Predictions indicate that the …

A new semi-supervised approach for characterizing the Arabic on-line handwriting of Parkinson's disease patients

A Ammour, I Aouraghe, G Khaissidi, M Mrabti… - Computer Methods and …, 2020 - Elsevier
Parkinson's disease (PD) is the second most common neurodegenerative disease affecting
significant portion of elderly population. One of the most frequent hallmarks and the first …

A literature review of online handwriting analysis to detect Parkinson's disease at an early stage

I Aouraghe, G Khaissidi, M Mrabti - Multimedia Tools and Applications, 2023 - Springer
Parkinson's disease (PD) affects millions of people worldwide, it dramatically affects the
brain areas' structure and functions. Therefore, it causes a progressive decline of cognitive …