Dona Elisa BOU ZEIDAN

Faculté des sciences – Chargé de cours

Faculté des sciences - Branche de Zahlé et de la Békaa – Chargé de cours

+961 (8) 803 325 donaelissa.bouzeidan@usj.edu.lb

Dona Elisa Bou Zeidan, an Assistant Professor of Biomedical Engineering, combines expertise in Artificial Intelligence Data Science with a focus on healthcare innovation. Research encompasses AI-driven speech recognition for elderly care and advanced modeling of bone tissue elasticity. Dedicated to fostering student growth, Dona Elisa encourages critical thinking and real-world applications of AI in healthcare.

Education

Enseignement à l'USJ

Enseignement universitaire hors USJ

Expérience professionnelle hors USJ

Domaine d’expertise

Ingénierie et technologie; Sciences

Thématiques de recherche

Currently working on advanced modeling of bone tissue elasticity (let me know if you need further information there are no publications in this field yet).

Publications et communications

International Conferences:Speech Recognition for Functional Decline assessment in older adults," Proceedings of the 9th International Conference on Bioinformatics Research Applications ICBRA 22, Berlin, Germany, September 18–20, 2022, Pages 149–153. DOI: 10.1145/3569192.3569216."Feature selection using CNN for elderly speech recognition," 2023 5th International Conference on Bio-engineering for Smart Technologies (BioSMART), Paris, France, 2023, pp. 1–4, DOI: 10.1109/BioSMART58455.2023.10162100."Feature Extraction And Machine Learning Classifiers For Elderly Speech Recognition In Comprehensive Geriatric Assessment Cga Questionnaires," 2023 5th International Conference on Bio-engineering for Smart Technologies (BioSMART), Paris, France, 2023, pp. 1–4, DOI: 10.1109/BioSMART58455.2023.10162102.Colloquium:"Prévention de la perte d'autonomie chez les personnes âgées : reconnaissance vocale assistée par IA avec des questionnaires d'évaluation gériatrique standardisée," Symposium on TéléSANTÉ et dispositifs biomédicaux JetSan2023, University of Paris 8, CNRS, June 2023, Paris Saint Denis, France. (hal-04220906).