Schema Extraction for Semi-Structured Data. - Mohand-Said Hacid; Lina Fatima Soualmia; Farouk Toumani (Description Logics, 2000)

A Study of the Adequacy of User and Indexing Vocabularies in Natural Language Queries to a MeSH-indexed Health Gateway. - Natalia Grabar; Pierre Zweigenbaum; Lina Fatima Soualmia; Stéfan Jacques Darmoni (AMIA, 2002)

Health Consumer Information in a Quality-controlled Gateway. - Lina Fatima Soualmia; Stéfan Jacques Darmoni; Benoît Thirion; Magaly Douyère (AMIA, 2002)

Knowledge-Based Query Expansion. - Lina Fatima Soualmia; Catherine Barry; Stéfan Jacques Darmoni (AIME, 2003)

Matching controlled vocabulary words. - Natalia Grabar; Pierre Zweigenbaum; Lina Fatima Soualmia; Stéfan Jacques Darmoni (MIE, 2003)

Modelisation of Consumer Health Information in a Quality-Controlled Gateway. - Lina Fatima Soualmia; Stéfan Jacques Darmoni; Magaly Douyère; Benoît Thirion (MIE, 2003)

Metadata element sets in the CISMeF Quality-Controlled Health Gateway. - Benoît Thirion; Magaly Douyère; Lina Fatima Soualmia; Badisse Dahamna; Jean-Philippe Leroy; Stéfan Jacques Darmoni (Dublin Core Conference, 2004)

Combining Knowledge-Based Methods to Refine and Expand Queries in Medicine. - Lina Fatima Soualmia; Stéfan Jacques Darmoni (FQAS, 2004)

Representing the MeSH in OWL: Towards a semi-automatic migration. - Lina Fatima Soualmia; Christine Golbreich; Stéfan Jacques Darmoni (KR-MED, 2004)

Using CISMeF MeSH "Encapsulated" terminology and a categorization algorithm for health resources. - Aurélie Névéol; Lina Fatima Soualmia; Magaly Douyère; Alexandrina Rogozan; Benoît Thirion; Stéfan Jacques Darmoni (Int. J. Medical Informatics, 2004)

Etude et Evaluation d'Approches Multiples d'Expansion de Requêtes pour une Recherche d'Information Intelligente : Application au Domaine de la Santé sur l'Internet. (Study and Evaluation of Multiple Query Expansion Method for an Intelligent Information Retrieval / Study and Evaluation of Multiple Query Expansion Method for an Intelligent Information Retrieval : Application to the Health Domain on the Internet). - Lina Fatima Soualmia (2004)

Combining different standards and different approaches for health information retrieval in a quality-controlled gateway. - Lina Fatima Soualmia; Stéfan Jacques Darmoni (Int. J. Medical Informatics, 2005)

A method of cross-lingual consumer health information retrieval. - Aurélie Névéol; Suzanne Pereira; Lina Fatima Soualmia; Benoît Thirion; Stéfan Jacques Darmoni (MIE, 2006)

Strategies for Health Information Retrieval. - Lina Fatima Soualmia; Badisse Dahamna; Benoît Thirion; Stéfan Jacques Darmoni (MIE, 2006)

A MEDLINE categorization algorithm. - Stéfan Jacques Darmoni; Aurélie Névéol; Jean-Marie Renard; Jean-François Gehanno; Lina Fatima Soualmia; Badisse Dahamna; Benoît Thirion (BMC Medical Informatics Decis. Mak., 2006)

Knowledge Acquisition from a Medical Corpus: Use and Return on Experiences. - Lina Fatima Soualmia; Badisse Dahamna (AIME, 2007)

Doc'UMVF: Two search tools to provide quality-controlled teaching resources in French to students and teachers. - Marc Cuggia; Stéfan Jacques Darmoni; Nicolas Garcelon; Lina Fatima Soualmia; Annabel Bourde (Int. J. Medical Informatics, 2007)

Mining Knowledge from Corpora: an Application to Retrieval and Indexing. - Lina Fatima Soualmia; Badisse Dahamna; Stéfan Jacques Darmoni (MIE, 2008)

Construction automatique d'ontologies à partir d'une base de données relationnelles : application au médicament dans le domaine de la pharmacovigilance. - Sonia Krivine; Jérôme Nobécourt; Lina Fatima Soualmia; Farid Cerbah; Catherine Duclos (Actes d'IC, 2009)

Modeling, building and evaluating an ontology for the automatic characterization of adverse drug effects during pharmacovigilance. - Catherine Duclos; Lina Fatima Soualmia; Sonia Krivine; Anne Jamet; Agnès Lillo-Le Louët (MedInfo, 2010)

Improving Information Retrieval by Meta-modelling Medical Terminologies. - Lina Fatima Soualmia; Nicolas Griffon; Julien Grosjean; Stéfan Jacques Darmoni (AIME, 2011)

Evaluation of Multi-Terminology Super-Concepts for Information Retrieval. - Nicolas Griffon; Lina Fatima Soualmia; Aurélie Névéol; Philippe Massari; Benoît Thirion; Badisse Dahamna; Stéfan Jacques Darmoni (MIE, 2011)

Translating the foundational model of anatomy into french using knowledge-based and lexical methods. - Tayeb Merabti; Lina Fatima Soualmia; Julien Grosjean; Olivier Palombi; Jean-Michel Müller; Stéfan Jacques Darmoni (BMC Medical Informatics Decis. Mak., 2011)

Introduction. - Lina Fatima Soualmia (Rev. d'Intelligence Artif., 2011)

Multi-terminology cross-lingual modeling in the Health Terminology/Ontology Portal. - Julien Grosjean; Tayeb Merabti; Nicolas Griffon; Badisse Dahamna; Lina Fatima Soualmia; Stéfan Jacques Darmoni (AMIA, 2012)

Cross-lingual Access to Biomedical Terminologies and Ontologies. - Julien Grosjean; Lina Fatima Soualmia; Tayeb Merabti; Nicolas Griffon; Badisse Dahamna; Stéfan Jacques Darmoni (SWAT4LS, 2012)

Matching health information seekers' queries to medical terms. - Lina Fatima Soualmia; Élise Prieur-Gaston; Zied Moalla; Thierry Lecroq; Stéfan Jacques Darmoni (BMC Bioinform., 2012)

BioDI: A New Approach to Improve Biomedical Documents Indexing. - Wiem Chebil; Lina Fatima Soualmia; Stéfan Jacques Darmoni (DEXA (1), 2013)

Multi-lingual Search Engine to Access PubMed Monolingual Subsets: A Feasibility Study. - Stéfan Jacques Darmoni; Lina Fatima Soualmia; Nicolas Griffon; Julien Grosjean; Gaétan Kerdelhué; Ivan Kergourlay; Badisse Dahamna (MedInfo, 2013)

Integrating the Human Phenotype Ontology into HeTOP Terminology-Ontology Server. - Julien Grosjean; Tayeb Merabti; Lina Fatima Soualmia; Catherine Letord; Jean Charlet; Peter N. Robinson; Stéfan Jacques Darmoni (MedInfo, 2013)

Assisting the Translation of SNOMED CT into French. - Tayeb Merabti; Lina Fatima Soualmia; Julien Grosjean; Catherine Letord; Stéfan Jacques Darmoni (MedInfo, 2013)

Translating MeSH Concepts. - Lina Fatima Soualmia; Catherine Letord; Tayeb Merabti; Nicolas Griffon; Jacques Manel; Stéfan Jacques Darmoni (MedInfo, 2013)

Improving information retrieval with multiple health terminologies in a quality-controlled gateway. - Lina Fatima Soualmia; Saoussen Sakji; Catherine Letord; Laetitia Rollin; Philippe Massari; Stéfan Jacques Darmoni (Health Inf. Sci. Syst., 2013)

Validating the semantics of a medical iconic language using ontological reasoning. - Jean-Baptiste Lamy; Lina Fatima Soualmia; Gaétan Kerdelhué; Alain Venot; Catherine Duclos (J. Biomed. Informatics, 2013)

Validation de la sémantique d'un langage iconique médical à l'aide d'une ontologie : méthodes et applications. - Jean-Baptiste Lamy; Lina Fatima Soualmia; Alain Venot; Catherine Duclos (IC, 2014)

Detecting Noun Phrases in Biomedical Terminologies: The First Step in Managing the Evolution of Knowledge. - Adila Merabti; Lina Fatima Soualmia; Stéfan Jacques Darmoni (HIS, 2014)

Omic Data Modelling for Information Retrieval. - Chloé Cabot; Julien Grosjean; Romain Lelong; Arnaud Lefebvre; Thierry Lecroq; Lina Fatima Soualmia; Stéfan Jacques Darmoni (IWBBIO, 2014)

Comparing BioPortal and HeTOP: towards a unique biomedical ontology portal ? - Julien Grosjean; Lina Fatima Soualmia; Khedidja Bouarech; Clément Jonquet; Stéfan Jacques Darmoni (IWBBIO, 2014)

Using Biomedical Terminologies to extract Noun Phrases for managing knowledge evolution. - Adila Merabti; Lina Fatima Soualmia; Stéfan Jacques Darmoni (IWBBIO, 2014)

Usage secondaire du dossier médical informatisé à des fins épidémiologiques et d'évaluation de la qualité des soins : le projet SYNODOS. - Marie Hélène Metzger; Quentin Gicquel; Domoina Rabarijaona; Frédérique Segond; André Bittar; Luca Dini; Lina Fatima Soualmia; Stéfan Jacques Darmoni (JFIM, 2014)

An Approach to Compare Bio-Ontologies Portals. - Julien Grosjean; Lina Fatima Soualmia; Khedidja Bouarech; Clément Jonquet; Stéfan Jacques Darmoni (MIE, 2014)

Evaluating alignment quality between iconic language and reference terminologies using similarity metrics. - Nicolas Griffon; Gaétan Kerdelhué; Lina Fatima Soualmia; Tayeb Merabti; Julien Grosjean; Jean-Baptiste Lamy; Alain Venot; Catherine Duclos; Stéfan Jacques Darmoni (BMC Medical Informatics Decis. Mak., 2014)

Extraction possibiliste de concepts MeSH à partir de documents biomédicaux. - Wiem Chebil; Lina Fatima Soualmia; Mohamed Nazih Omri; Stéfan Jacques Darmoni (Rev. d'Intelligence Artif., 2014)

Biomedical Concepts Extraction Based on Possibilistic Network and Vector Space Model. - Wiem Chebil; Lina Fatima Soualmia; Mohamed Nazih Omri; Stéfan Jacques Darmoni (AIME, 2015)

SIBM at CLEF e-Health Evaluation Lab 2015. - Lina Fatima Soualmia; Chloé Cabot; Badisse Dahamna; Stéfan Jacques Darmoni (CLEF (Working Notes), 2015)

Rewriting Natural Language Queries Using Patterns. - Lina Fatima Soualmia; Romain Lelong; Badisse Dahamna; Stéfan Jacques Darmoni (MRDM@ECIR, 2015)

Intégration de données cliniques et omiques pour la recherche d'information dans le Dossier Patient Informatisé. - Chloé Cabot; Lina Fatima Soualmia; Stéfan Jacques Darmoni (IC, 2015)

SIBM at CLEF eHealth Evaluation Lab 2016: Extracting Concepts in French Medical Texts with ECMT and CIMIND. - Chloé Cabot; Lina Fatima Soualmia; Badisse Dahamna; Stéfan Jacques Darmoni (CLEF (Working Notes), 2016)

Usability and Improvement of Existing Alignments: The LOINC-SNOMED CT Case Study. - Mélissa Mary; Lina Fatima Soualmia; Xavier Gansel (EKAW (Satellite Events), 2016)

Interopérabilité sémantique dans le domaine du diagnostic in vitro : évaluation d'algorithmes sur LOINC et l'ontologie SNOMED CT. - Mélissa Mary; Lina Fatima Soualmia; Xavier Gansel (IC, 2016)

Interopérabilité sémantique entre vocabulaires contrôlés. Évaluation de la qualité des alignements sur des données de standards du diagnostic in vitro. - Mélissa Mary; Lina Fatima Soualmia; Xavier Gansel (Ingénierie des Systèmes d Inf., 2016)

Indexing biomedical documents with a possibilistic network. - Wiem Chebil; Lina Fatima Soualmia; Mohamed Nazih Omri; Stéfan Jacques Darmoni (J. Assoc. Inf. Sci. Technol., 2016)

Formalisation de la sémantique des langages iconiques. Méthode à base d'ontologie et applications. - Jean-Baptiste Lamy; Lina Fatima Soualmia; Catherine Duclos; Alain Venot (Rev. d'Intelligence Artif., 2016)

Ontological Representation of Laboratory Test Observables: Challenges and Perspectives in the SNOMED CT Observable Entity Model Adoption. - Mélissa Mary; Lina Fatima Soualmia; Xavier Gansel; Stéfan Jacques Darmoni; Daniel Karlsson; Stefan Schulz 001 (AIME, 2017)

SIBM at CLEF eHealth Evaluation Lab 2017: Multilingual Information Extraction with CIM-IND. - Chloé Cabot; Lina Fatima Soualmia; Stéfan Jacques Darmoni (CLEF (Working Notes), 2017)

Formalisation de la terminologie LOINC et évaluation de ses avantages pour la classification des tests de laboratoire. - Mélissa Mary; Lina Fatima Soualmia; Xavier Gansel (IC, 2017)

Indexing biomedical documents with Bayesian networks and terminologies. - Wiem Chebil; Lina Fatima Soualmia; Mohamed Nazih Omri; Stéfan Jacques Darmoni (ISKE, 2017)

Formalization of the semantics of iconic languages: An ontology-based method and four semantic-powered applications. - Jean-Baptiste Lamy; Lina Fatima Soualmia (Knowl. Based Syst., 2017)

Possibilistic Information Retrieval Model Based on a Multi-terminology. - Wiem Chebil; Lina Fatima Soualmia; Mohamed Nazih Omri (ADMA, 2018)

The MeSH-gram Neural Network Model: Extending Word Embedding Vectors with MeSH Concepts for UMLS Semantic Similarity and Relatedness in the Biomedical Domain. - Saïd Abdeddaïm; Sylvestre Vimard; Lina Fatima Soualmia (CoRR, 2018)

The MeSH-Gram Neural Network Model: Extending Word Embedding Vectors with MeSH Concepts for Semantic Similarity. - Saïd Abdeddaïm; Sylvestre Vimard; Lina Fatima Soualmia (MedInfo, 2019)

Cimind: A phonetic-based tool for multilingual named entity recognition in biomedical texts. - Chloé Cabot; Stéfan Jacques Darmoni; Lina Fatima Soualmia (J. Biomed. Informatics, 2019)

Link prediction via community detection in bipartite multi-layer graphs. - Maksim Koptelov; Albrecht Zimmermann; Bruno Crémilleux; Lina Soualmia (SAC, 2020)

Combining Devs and Semantic Technologies for Modeling the SARS-CoV-2 Replication Machinery. - Ali Ayadi; Claudia S. Frydman; Wissame Laddada; Lina Fatima Soualmia; Cecilia Zanni-Merk; India L'Hote; Emeline Grellet; Isabelle Imbert (ANNSIM, 2021)

Assisting Data Retrieval with a Drug Knowledge Graph. - Romain Lelong; Badisse Dahamna; Romain Leguillon; Julien Grosjean; Catherine Letord; Stéfan Jacques Darmoni; Lina Fatima Soualmia (ICIMTH, 2021)

ABiMed: Towards an Innovative Clinical Decision Support System for Medication Reviews and Polypharmacy Management. - Abdelmalek Mouazer; Romain Leguillon; Bertille Leroy; Karima Sedki; Christian Simon; Hector Falcoff; Matthieu Schuers; Sophie Dubois; Cédric Bousquet; Lina Soualmia; Catherine Letord; Stéfan Jacques Darmoni; et al. (ICIMTH, 2021)

OntoRepliCov: an Ontology-Based Approach for Modeling the SARS-CoV-2 Replication Process. - Wissame Laddada; Lina Fatima Soualmia; Cecilia Zanni-Merk; Ali Ayadi; Claudia S. Frydman; India L'Hote; Isabelle Imbert (KES, 2021)

Ontological Models Supporting Covariates Selection in Observational Studies. - Thibaut Pressat Laffouilhère; Julien Grosjean; Jacques Benichou; Stéfan Jacques Darmoni; Lina Fatima Soualmia (MIE, 2021)

Patient and Graph Embeddings for Predictive Diagnosis of Drug Iatrogenesis. - Lina Fatima Soualmia; Vincent Lafon; Stéfan Jacques Darmoni (MIE, 2021)

LPbyCD: a new scalable and interpretable approach for Link Prediction via Community Detection in bipartite networks. - Maksim Koptelov; Albrecht Zimmermann; Bruno Crémilleux; Lina Fatima Soualmia (Appl. Netw. Sci., 2021)

Ontological Representation of Causal Relations for a Deep Understanding of Associations Between Variables in Epidemiology. - Thibaut Pressat Laffouilhère; Julien Grosjean; Jean Pinson; Stéfan Jacques Darmoni; Emilie Leveque; Emilie Lanoy; Jacques Benichou; Lina Fatima Soualmia (AIME, 2022)

Analyzing SARS-CoV-2 Sequence Patterns by Semantic Trajectories. - Wissame Laddada; Cecilia Zanni-Merk; Lina Fatima Soualmia (ICIMTH, 2022)

Tracing and analyzing COVID-19 dissemination using knowledge graphs. - Gabriel H. A. Medeiros; Lina Fatima Soualmia; Cecilia Zanni-Merk; Ramiz Hagverdiyev (KES, 2022)

OntoBioStat: Supporting Causal Diagram Design and Analysis. - Thibaut Pressat Laffouilhère; Julien Grosjean; Jacques Benichou; Stéfan Jacques Darmoni; Lina Fatima Soualmia (MIE, 2022)

New Siamese Neural Networks for Text Classification and Ontologies Alignment. - Safaa Menad; Wissame Laddada; Saïd Abdeddaïm; Lina Fatima Soualmia (CCE, 2023)

BioSTransformers: Modèles de langage pour l'apprentissage sans exemple dans des textes biomédicaux. - Safaa Menad; Saïd Abdeddaïm; Lina Fatima Soualmia (EGC, 2023)

Nouveaux réseaux neuronaux profonds pour l'alignement d'ontologies. - Safaa Menad; Wissame Laddada; Saïd Abdeddaïm; Lina Fatima Soualmia (IC, 2023)

Flexible Classification, Question-Answering and Retrieval with Siamese Neural Networks for Biomedical Texts. - Safaa Menad; Saïd Abdeddaïm; Lina Fatima Soualmia (FQAS, 2023)

BioSTransformers for Biomedical Ontologies Alignment. - Safaa Menad; Wissame Laddada; Saïd Abdeddaïm; Lina Fatima Soualmia (KEOD, 2023)

Modeling and integrating interactions involving the CYP450 enzyme system in a multi-terminology server: Contribution to information extraction from a clinical data warehouse. - Laura Gosselin; Catherine Letord; Romain Leguillon; Lina Fatima Soualmia; Badisse Dahamna; Abdelmalek Mouazer; Flavien Disson; Stéfan Jacques Darmoni; Julien Grosjean (Int. J. Medical Informatics, 2023)

Combining DEVS simulation and ontological modeling for hierarchical analysis of the SARS-CoV-2 replication. - Ali Ayadi; Claudia S. Frydman; Wissame Laddada; Isabelle Imbert; Cecilia Zanni-Merk; Lina Fatima Soualmia (Simul., 2023)

SiMHOMer: Siamese Models for Health Ontologies Merging and Validation Through Large Language Models. - Safaa Menad; Saïd Abdeddaïm; Lina Fatima Soualmia (IWBBIO (1), 2024)

Towards Public Health-Risk Detection and Analysis through Textual Data Mining. - Gabriel H. A. Medeiros; Lina Fatima Soualmia; Cecilia Zanni-Merk (KES, 2024)

Merging Biomedical Ontologies with BioSTransformers. - Safaa Menad; Saïd Abdeddaïm; Lina Fatima Soualmia (MIE, 2024)

Harnessing the Core Propagation Phenomenon Ontology to Develop a Knowledge Graph for Tracking Health-Related Phenomena. - Gabriel H. A. Medeiros; Lina Fatima Soualmia; Cecilia Zanni-Merk (MIE, 2024)

BioSTransMatch Results @ OAEI 2024. - Safaa Menad; Saïd Abdeddaïm; Lina Fatima Soualmia (OM@ISWC, 2024)

Predicting Similarities Between Biomedical Ontologies : The UMLs Use-Case. - Safaa Menad; Saïd Abdeddaïm; Lina Fatima Soualmia (CBMS, 2025)

Enhancing the Description-Detection Framework with Semantic Clustering Using Biostransformers. - Safaa Menad; Gabriel H. A. Medeiros; Lina Fatima Soualmia (CBMS, 2025)

Exploitation de modèles neuronaux siamois pour l'amélioration de cadre de détection et de description de phénomènes épidémiologiques. - Gabriel Henrique Alencar Medeiros; Safaa Menad; Lina Fatima Soualmia (IC, 2025)

Prédiction de similarités entre vocabulaires : exemple de l'UMLS. - Safaa Menad; Saïd Abdeddaïm; Lina Fatima Soualmia (IC, 2025)