Concepedia
Statistics
Publications
5
Citations
399
H-Index
Active since
2020
Affiliations
Mohammed V University(Current)
École Normale Supérieure de l'Enseignement Technique de Mohammedia
Ilias Tougui is an author at Mohammed V University specializing in health informatics, disease classification, and medical data mining.
Top concepts
MedicineDiagnosisCardiologyData MiningEngineeringData ScienceHeart FailureClassificationHealth InformaticsKnowledge Discovery
Publications per year
2020–2024
Impact of the Choice of Cross-Validation Techniques on the Results of Machine Learning-Based Diagnostic Applications
Ilias Tougui, Abdelilah Jilbab, Jamal El Mhamdi · Healthcare Informatics Research · 2021 · 174 citations · Full text
Heart disease classification using data mining tools and machine learning techniques
Ilias Tougui, Abdelilah Jilbab, Jamal El Mhamdi · Health and Technology · 2020 · 156 citations
Heart Failure, Engineering, Diagnosis +17
Machine Learning Smart System for Parkinson Disease Classification Using the Voice as a Biomarker
Ilias Tougui, Abdelilah Jilbab, Jamal El Mhamdi · Healthcare Informatics Research · 2022 · 32 citations · Full text
Analysis of Smartphone Recordings in Time, Frequency, and Cepstral Domains to Classify Parkinson’s Disease
Ilias Tougui, Abdelilah Jilbab, Jamal El Mhamdi · Healthcare Informatics Research · 2020 · 21 citations · Full text
Transformer-based transfer learning on self-reported voice recordings for Parkinson’s disease diagnosis
Ilias Tougui, Mehdi Zakroum, Ouassim Karrakchou et al. · Scientific Reports · 2024 · 16 citations · Full text
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