| 2025 | CBMS | Predicting Similarities Between Biomedical Ontologies : The UMLs Use-Case. | Safaa Menad, Sad Abdeddam, Lina Fatima Soualmia |
| 2025 | CBMS | Enhancing the Description-Detection Framework with Semantic Clustering Using Biostransformers. | Safaa Menad, Gabriel H. A. Medeiros, Lina Fatima Soualmia |
| 2025 | ECAI | Biomedical Ontologies Matching and Enrichment with Language Models. | Safaa Menad, Sad Abdeddam, Lina Fatima Soualmia |
| 2024 | KES | Towards Public Health-Risk Detection and Analysis through Textual Data Mining. | Gabriel H. A. Medeiros, Lina Fatima Soualmia, Cecilia Zanni-Merk |
| 2023 | FQAS | Flexible Classification, Question-Answering and Retrieval with Siamese Neural Networks for Biomedical Texts. | Safaa Menad, Sad Abdeddam, Lina Fatima Soualmia |
| 2023 | IC3K | BioSTransformers for Biomedical Ontologies Alignment. | Safaa Menad, Wissame Laddada, Sad Abdeddam, Lina Fatima Soualmia |
| 2022 | AIME | Ontological Representation of Causal Relations for a Deep Understanding of Associations Between Variables in Epidemiology. | Thibaut Pressat Laffouilhre, Julien Grosjean, Jean Pinson, Stfan Jacques Darmoni, Emilie Leveque, Emilie Lanoy, Jacques Benichou, Lina Fatima Soualmia |
| 2022 | KES | Tracing and analyzing COVID-19 dissemination using knowledge graphs. | Gabriel H. A. Medeiros, Lina Fatima Soualmia, Cecilia Zanni-Merk, Ramiz Hagverdiyev |
| 2021 | KES | 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 |
| 2018 | ADMA | Possibilistic Information Retrieval Model Based on a Multi-terminology. | Wiem Chebil, Lina Fatima Soualmia, Mohamed Nazih Omri |
| 2017 | AIME | Ontological Representation of Laboratory Test Observables: Challenges and Perspectives in the SNOMED CT Observable Entity Model Adoption. | Mlissa Mary, Lina Fatima Soualmia, Xavier Gansel, Stfan Jacques Darmoni, Daniel Karlsson, Stefan Schulz |
| 2017 | ISKE | Indexing biomedical documents with Bayesian networks and terminologies. | Wiem Chebil, Lina Fatima Soualmia, Mohamed Nazih Omri, Stfan Jacques Darmoni |
| 2016 | EKAW | Usability and Improvement of Existing Alignments: The LOINC-SNOMED CT Case Study. | Mlissa Mary, Lina Fatima Soualmia, Xavier Gansel |
| 2015 | AIME | Biomedical Concepts Extraction Based on Possibilistic Network and Vector Space Model. | Wiem Chebil, Lina Fatima Soualmia, Mohamed Nazih Omri, Stfan Jacques Darmoni |
| 2015 | ECIR | Rewriting Natural Language Queries Using Patterns. | Lina Fatima Soualmia, Romain Lelong, Badisse Dahamna, Stfan Jacques Darmoni |
| 2013 | DEXA | BioDI: A New Approach to Improve Biomedical Documents Indexing. | Wiem Chebil, Lina Fatima Soualmia, Stfan Jacques Darmoni |
| 2012 | AMIA | Multi-terminology cross-lingual modeling in the Health Terminology/Ontology Portal. | Julien Grosjean, Tayeb Merabti, Nicolas Griffon, Badisse Dahamna, Lina Fatima Soualmia, Stfan Jacques Darmoni |
| 2011 | AIME | Improving Information Retrieval by Meta-modelling Medical Terminologies. | Lina Fatima Soualmia, Nicolas Griffon, Julien Grosjean, Stfan Jacques Darmoni |
| 2007 | AIME | Knowledge Acquisition from a Medical Corpus: Use and Return on Experiences. | Lina Fatima Soualmia, Badisse Dahamna |
| 2004 | DC | Metadata element sets in the CISMeF Quality-Controlled Health Gateway. | Benot Thirion, Magaly Douyre, Lina Fatima Soualmia, Badisse Dahamna, Jean-Philippe Leroy, Stfan Jacques Darmoni |
| 2004 | FQAS | Combining Knowledge-Based Methods to Refine and Expand Queries in Medicine. | Lina Fatima Soualmia, Stfan Jacques Darmoni |
| 2003 | AIME | Knowledge-Based Query Expansion. | Lina Fatima Soualmia, Catherine Barry, Stfan Jacques Darmoni |
| 2002 | AMIA | 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, Stfan Jacques Darmoni |
| 2002 | AMIA | Health Consumer Information in a Quality-controlled Gateway. | Lina Fatima Soualmia, Stfan Jacques Darmoni, Benot Thirion, Magaly Douyre |