Mourad Sarrouti

SemBioNLQA: A semantic biomedical question answering system for retrieving exact and ideal answers to natural language questions

Mourad Sarrouti, Saïd Ouatik El Alaoui · Artificial Intelligence in Medicine · 2019 · 79 citations

Natural Language Processing, Natural Language Questions, Engineering +15

A passage retrieval method based on probabilistic information retrieval model and UMLS concepts in biomedical question answering

Mourad Sarrouti, Saïd Ouatik El Alaoui · Journal of Biomedical Informatics · 2017 · 57 citations

Natural Language Processing, Engineering, Information Retrieval +15

MTTLADE: A multi-task transfer learning-based method for adverse drug events extraction

Ed-drissiya El-allaly, Mourad Sarrouti, Noureddine En-Nahnahi et al. · Information Processing & Management · 2021 · 46 citations

Engineering, Machine Learning, Data Science +9

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 et al. · Journal of Biomedical Informatics · 2021 · 31 citations

Graph Neural Network, Graph Representation Learning, Graph Theory +8

An adverse drug effect mentions extraction method based on weighted online recurrent extreme learning machine

Ed-drissiya El-allaly, Mourad Sarrouti, Noureddine En-Nahnahi et al. · Computer Methods and Programs in Biomedicine · 2019 · 24 citations

Natural Language Processing, Clinical Language, Machine Learning +5