Infectious diseases prediction based on machine learning: the impact of data reduction using feature extraction techniques. - Selestine Melchane; Youssef Elmir; Farid Kacimi (CENTERIS/ProjMAN/HCist, 2023)

Probabilistic Decision Tree Ensembles for Detecting Infectious Diseases using Routine Blood Tests. - Selestine Melchane; Youssef Elmir; Farid Kacimi; Larbi Boubchir (HSI, 2024)

Artificial Intelligence for Infectious Disease Prediction and Prevention: A Comprehensive Review. - Selestine Melchane; Youssef Elmir; Farid Kacimi; Larbi Boubchir (CoRR, 2024)