Open Access

ARTICLE

Parkinson's Detection Using RNN-Graph-LSTM with Optimization Based on Speech Signals

Ahmed S. Almasoud¹, Taiseer Abdalla Elfadil Eisa², Fahd N. Al-Wesabi^3,4, Abubakar Elsafi⁵, Mesfer Al Duhayyim⁶, Ishfaq Yaseen⁷, Manar Ahmed Hamza^7,*, Abdelwahed Motwakel⁷

1 Department of Information Systems, College of Computer and Information Sciences, Prince Sultan University, Mahayil, 62529, Saudi Arabia
2 Department of Information Systems-Girls Section, King Khalid University, Mahayil, 62529, Saudi Arabia
3 Department of Computer Science, College of Science and Artsat Mahayil, King Khalid University, Mahayil, 62529, Saudi Arabia
4 Faculty of Computer and IT, Sana'a University, Sana'a, Yemen
5 Department of Software Engineering, College of Computer Science and Engineering, University of Jeddah, Saudi Arabia
6 Department of Natural and Applied Sciences, College of Community-Aflaj, Prince Sattam bin Abdulaziz University, Mahayil, 62529, Saudi Arabia
7 Department of Computer and Self Development, Preparatory Year Deanship, Prince Sattam bin Abdulaziz University, AlKharj, 62529, Saudi Arabia

* Corresponding Author: Manar Ahmed Hamza. Email: