Boughorbel, Sabri

Optimal classifier for imbalanced data using Matthews Correlation Coefficient metric

Boughorbel, S., Jarray, F., & El-Anbari, M. (2017) · PLOS ONE

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 1,222

Precision medicine in the era of artificial intelligence: implications in chronic disease management

Subramanian, M., Wojtusciszyn, A., Favre, L., Boughorbel, S., Shan, J., Letaief, K. B., Pitteloud, N., & Chouchane, L. (2020) · Journal of Translational Medicine

Artificial Intelligence in Healthcare and EducationArtificial Intelligence in Healthcare

Cited by 362

Multimodal Large Language Models in Health Care: Applications, Challenges, and Future Outlook.

AlSaad, R., Abd-alrazaq, A., Boughorbel, S., Ahmed, A., Renault, M.-A., Damseh, R., & Sheikh, J. (2024) · Journal of medical Internet research

Artificial Intelligence in Healthcare and EducationMultimodal Machine Learning Applications

Cited by 349

Federated Uncertainty-Aware Learning for Distributed Hospital EHR Data

Boughorbel, S., Jarray, F., Venugopal, N., Moosa, S., Elhadi, H., & Makhlouf, M. (2019) · arXiv

Privacy-Preserving Technologies in DataMachine Learning in Healthcare

Cited by 43

PathVLM-Eval: Evaluation of open vision language models in histopathology

Gilal, N. U., Zegour, R., Al-Thelaya, K., Özer, E., Agus, M., Schneider, J., & Boughorbel, S. (2025) · Journal of Pathology Informatics

Multimodal Machine Learning ApplicationsAI in cancer detection

Cited by 7