Biomedical Question Types Classification using Syntactic and Rule based Approach. - Mourad Sarrouti; Abdelmonaime Lachkar; Saïd El Alaoui Ouatik (KDIR, 2015)

A Biomedical Question Answering System in BioASQ 2017. - Mourad Sarrouti; Said Ouatik El Alaoui (BioNLP, 2017)

A new and efficient method based on syntactic dependency relations features for ad hoc clinical question classification. - Mourad Sarrouti; Abdelmonaime Lachkar (Int. J. Bioinform. Res. Appl., 2017)

A Yes/No Answer Generator Based on Sentiment-Word Scores in Biomedical Question Answering. - Mourad Sarrouti; Said Ouatik El Alaoui (Int. J. Heal. Inf. Syst. Informatics, 2017)

A passage retrieval method based on probabilistic information retrieval model and UMLS concepts in biomedical question answering. - Mourad Sarrouti; Said Ouatik El Alaoui (J. Biomed. Informatics, 2017)

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)

NLM at VQA-Med 2020: Visual Question Answering and Generation in the Medical Domain. - Mourad Sarrouti (CLEF (Working Notes), 2020)

NLM at TREC 2020 Health Misinformation and Deep Learning Tracks. - Yassine Mrabet; Mourad Sarrouti; Asma Ben Abacha; Soumya Gayen; Travis R. Goodwin; Alastair R. Rae; Willie Rogers; Dina Demner-Fushman (TREC, 2020)

SemBioNLQA: A semantic biomedical question answering system for retrieving exact and ideal answers to natural language questions. - Mourad Sarrouti; Said Ouatik El Alaoui (Artif. Intell. Medicine, 2020)

NLM at MEDIQA 2021: Transfer Learning-based Approaches for Consumer Question and Multi-Answer Summarization. - Shweta Yadav 001; Mourad Sarrouti; Deepak Gupta (BioNLP@NAACL-HLT, 2021)

Overview of the VQA-Med Task at ImageCLEF 2021: Visual Question Answering and Generation in the Medical Domain. - Asma Ben Abacha; Mourad Sarrouti; Dina Demner-Fushman; Sadid A. Hasan; Henning Müller (CLEF (Working Notes), 2021)

Overview of the ImageCLEF 2021: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications. - Bogdan Ionescu; Henning Müller; Renaud Péteri; Asma Ben Abacha; Mourad Sarrouti; Dina Demner-Fushman; Sadid A. Hasan; Serge Kozlovski; Vitali Liauchuk; Yashin Dicente Cid; Vassili Kovalev; Obioma Pelka; et al. (CLEF, 2021)

NLM at BioASQ Synergy 2021: Deep Learning-based Methods for Biomedical Semantic Question Answering about COVID-19. - Mourad Sarrouti; Deepak Gupta; Asma Ben Abacha; Dina Demner-Fushman (CLEF (Working Notes), 2021)

The 2021 ImageCLEF Benchmark: Multimedia Retrieval in Medical, Nature, Internet and Social Media Applications. - Bogdan Ionescu; Henning Müller; Renaud Péteri; Asma Ben Abacha; Dina Demner-Fushman; Sadid A. Hasan; Mourad Sarrouti; Obioma Pelka; Christoph M. Friedrich; Alba Garcia Seco de Herrera; Janadhip Jacutprakart; Vassili Kovalev; et al. (ECIR (2), 2021)

Evidence-based Fact-Checking of Health-related Claims. - Mourad Sarrouti; Asma Ben Abacha; Yassine Mrabet; Dina Demner-Fushman (EMNLP (Findings), 2021)

Multi-Task Transfer Learning with Data Augmentation for Recognizing Question Entailment in the Medical Domain. - Mourad Sarrouti; Asma Ben Abacha; Dina Demner-Fushman (ICHI, 2021)

Goal-Driven Visual Question Generation from Radiology Images. - Mourad Sarrouti; Asma Ben Abacha; Dina Demner-Fushman (Inf., 2021)

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)

Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets. - Mourad Sarrouti; Carson Tao; Yoann Mamy Randriamihaja (BioNLP@ACL, 2022)

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)

Exploring Drug Switching in Patients: A Deep Learning-based Approach to Extract Drug Changes and Reasons from Social Media. - Mourad Sarrouti; Carson Tao; Yoann Mamy Randriamihaja (BioNLP@ACL, 2023)

Contributions to the Improvement of Question Answering Systems in the Biomedical Domain. - Mourad Sarrouti (CoRR, 2023)