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 …

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 …

Online Arabic and French handwriting of Parkinson's disease: The impact of segmentation techniques on the classification results

A Ammour, I Aouraghe, G Khaissidi, M Mrabti… - … Signal Processing and …, 2021 - Elsevier
Background and objectives Handwriting (HW) is a task that requires fine motor control and
specific neuromuscular coordination. An alteration of the HW faculties represents an early …

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 …

Prediction Potential Analysis of Arabic Diacritics and Punctuation Marks in Online Handwriting: A New Marker for Parkinson's Disease

A Ammour, I Aouraghe, G Khaissidi, M Mrabti… - WITS 2020: Proceedings …, 2022 - Springer
Parkinson's disease (PD) is a progressive movement disorder characterized by tremors at
rest, bradykinesia, and stifness. The alteration of handwriting (HW) faculties is one of the …

Développement de méthodes de l'intelligence artificielle et de l'apprentissage automatique pour la détection précoce et la classification des pathologies …

A IBTISSAME - 2020 - toubkal.imist.ma
Dans cette thèse, nous présentons un nouveau paradigme pour la caractérisation et la
détection précoce de la maladie de Parkinson à travers l'analyse de l'écriture manuscrite en …