Dr. Mourad Sarrouti
@ U.S. National Library of Medicine (NLM)
@ National Institutes of Health (NIH)
Emails:
firstname.lastname[at]nih_DOT_gov
[Mendeley]
[ORCID]
Embedded Files
2020
Mourad Sarrouti. NLM at VQA-Med 2020: Visual Question Answering and Generation in the Medical Domain. CLEF 2020. Code.
Mourad Sarrouti, Asma Ben Abacha and Dina Demner-Fushman. Visual Question Generation from Radiology Images based on Variational Autoencoders. VQA and Dialog Workshop, CVPR 2020. PDF Video-Summary Code.
Mourad Sarrouti, Asma Ben Abacha and Dina Demner-Fushman. Visual Question Generation from Radiology Images. ALVR workshop, ACL 2020.
2019
Sarrouti, M., & El Alaoui, S. O. (2019). SemBioNLQA: A semantic biomedical question answering system for retrieving exact and ideal answers to natural language questions. Artificial Intelligence in Medicine. Code.
El-allaly, E., Sarrouti, M., En-Nahnahi, N., & Ouatik El Alaoui, S. (2019). An adverse drug effect mentions extraction method based on weighted online recurrent extreme learning machine. Computer Methods and Programs in Biomedicine.
2018
El-allaly, E., Sarrouti, M., En-Nahnahi, N., & El Alaoui, S. O. (2019). Adverse Drug Reaction Mentions Extraction from Drug Labels: An Experimental Study. Advanced Intelligent Systems for Sustainable Development (AI2SD’2018).
2017
Sarrouti M. and Alaoui Ouatik S (2017). A Biomedical Question Answering System in BioASQ 2017, Biomedical Natural Language Processing (BioNLP) Workshop at ACL'17, Vancouver, Canada. [workshop]
Sarrouti M. and Alaoui Ouatik S. (2017). A Yes/No Answer Generator Based on Sentiment-Word Scores in Biomedical Question Answering, International Journal of Healthcare Information Systems and Informatics.
Sarrouti M. and Alaoui Ouatik S. (2017). A Machine Learning-based Method for Question Type Classification in Biomedical Question Answering, Journal of Methods of Information in Medicine.
Sarrouti M. and Alaoui Ouatik S. (2017). A passage retrieval method based on probabilistic information retrieval model and UMLS concepts in biomedical question answering, Journal of Biomedical Informatics.
Sarrouti M., Lachkar A. (2017). A New and Efficient Method based on Syntactic Dependency Relations Features for Ad-hoc Clinical Questions Classification, International Journal of Bioinformatics Research and Applications.
2016
Sarrouti M. and Alaoui Ouatik S. (2016). A Generic Document Retrieval Framework Based on UMLS Similarity for Biomedical Question Answering System. In Intelligent Decision Technologies 2016. The 8th KES International Conference on Intelligent Decision Technologies (KES-IDT 2016). Tenerife, Spain. [conference]
2015
Sarrouti M., Lachkar A. and Alaoui Ouatik S. (2015). Biomedical Question Types Classification using Syntactic and Rule based Approach. In Proceedings of the 7th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, Lisbon, Portugal. [conference]
PhD Thesis
PhD Thesis
Contributions to the Improvement of Question Answering Systems in the Biomedical Domain, Faculty of Science, Sidi Mohammed Ben Abdellah University, Morocco. Supervisor: Said El Alaoui Ouatik.
Master Thesis
Master Thesis
Etude Comparative des Modèles Markoviens pour la Reconnaissance des Entités Nommées Biomédicales, 2014 (in French), Faculty of Science, Sidi Mohammed Ben Abdellah University, Morocco [PDF].
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