PDGV Dataset: Investigating Deep Learning CNN for Gait-Based Parkinson’s Disease Recognition
Year: 2025
Type: article
Language: en
Topic: Balance, Gait, and Falls Prevention
Authors and affiliations:
raw_author_name: Zohra Mahfouf
raw_affiliation_strings: LIM Laboratory, Faculty of Science and Technology, University of Souk Ahras, 41000, Souk Ahras, Algeria
raw_author_name: Islem Jarraya
raw_affiliation_strings: REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, 3038, Sfax, Tunisia
raw_author_name: Thameur Dhieb
raw_affiliation_strings: Higher Institute of Business Administration, University of Gafsa, 2112, Gafsa, Tunisia
REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, 3038, Sfax, Tunisia
raw_author_name: Mohamed Neji
raw_affiliation_strings: National School of Electronics and Telecommunications (Enet’Com), University of Sfax, 3018, Sfax, Tunisia
REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, 3038, Sfax, Tunisia
raw_author_name: Nouha Farhat
raw_affiliation_strings: Department of Neurology, Habib Bourguiba Hospital, 3029, Sfax, Tunisia
Laboratory of Neurogenetics, Parkinson’s Disease and Cerebrovascular Disease (LR-12-SP-19), University of Sfax, 3029, Sfax, Tunisia
Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR-12-SP-19), University of Sfax, 3029, Sfax, Tunisia
raw_author_name: Emna Smaoui
raw_affiliation_strings: Department of Neurology, Habib Bourguiba Hospital, 3029, Sfax, Tunisia
Laboratory of Neurogenetics, Parkinson’s Disease and Cerebrovascular Disease (LR-12-SP-19), University of Sfax, 3029, Sfax, Tunisia
Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR-12-SP-19), University of Sfax, 3029, Sfax, Tunisia
raw_author_name: Tarek M. Hamdani
raw_affiliation_strings: Higher Institute of Computer Science Mahdia, University of Monastir, 5111, Mahdia, Tunisia
REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, 3038, Sfax, Tunisia
raw_author_name: Mariem Damak
raw_affiliation_strings: Department of Neurology, Habib Bourguiba Hospital, 3029, Sfax, Tunisia
Laboratory of Neurogenetics, Parkinson’s Disease and Cerebrovascular Disease (LR-12-SP-19), University of Sfax, 3029, Sfax, Tunisia
Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR-12-SP-19), University of Sfax, 3029, Sfax, Tunisia
raw_author_name: Chokri Mhiri
raw_affiliation_strings: Department of Neurology, Habib Bourguiba Hospital, 3029, Sfax, Tunisia
Laboratory of Neurogenetics, Parkinson’s Disease and Cerebrovascular Disease (LR-12-SP-19), University of Sfax, 3029, Sfax, Tunisia
Laboratory of Neurogenetics, Parkinson's Disease and Cerebrovascular Disease (LR-12-SP-19), University of Sfax, 3029, Sfax, Tunisia
raw_author_name: Adel M. Alimi
raw_affiliation_strings: Department of Electrical and Electronic Engineering Science, Faculty of Engineering and the Built Environment, University of Johannesburg, Johannesburg, 2006, South Africa
REGIM-Lab.: REsearch Groups in Intelligent Machines, University of Sfax, National Engineering School of Sfax (ENIS), BP 1173, 3038, Sfax, Tunisia