An adverse drug effect mentions extraction method based on weighted online recurrent extreme learning machine. - Ed-drissiya El-allaly; Mourad Sarrouti; Noureddine Ennahnahi; Said Ouatik El Alaoui (Comput. Methods Programs Biomed., 2019)

MTTLADE: A multi-task transfer learning-based method for adverse drug events extraction. - Ed-drissiya El-allaly; Mourad Sarrouti; Noureddine Ennahnahi; Said Ouatik El Alaoui (Inf. Process. Manag., 2021)

DeepCADRME: A deep neural model for complex adverse drug reaction mentions extraction. - Ed-drissiya El-allaly; Mourad Sarrouti; Noureddine Ennahnahi; Said Ouatik El Alaoui (Pattern Recognit. Lett., 2021)

An attentive joint model with transformer-based weighted graph convolutional network for extracting adverse drug event relation. - Ed-drissiya El-allaly; Mourad Sarrouti; Noureddine En-Nahnahi; Said Ouatik El Alaoui (J. Biomed. Informatics, 2022)