Publications of Nathalie SOUF
Ginel Dorleon, Imen Megdiche, Nathalie Bricon-Souf, Olivier Teste
FAPFID: A Fairness-Aware Approach for Protected Features and Imbalanced Data
Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2023, Lecture Notes in Computer Science book series (LNCS), 13840 (TLDKS), pp.107-125. ⟨10.1007/978-3-662-66863-4_5⟩
Ghazar Chahbandarian, Nathalie Bricon-Souf, Imen Megdiche, Rémi Bastide, Jean-Christophe Steinbach
Une approche pour la sélection de variables stables : application à l’encodage des diagnostics secondaires
Revue des Sciences et Technologies de l’Information – Série TSI : Technique et Science Informatiques, 2020, 37 (1-6), pp.39-63. ⟨10.3166/tsi37-0002⟩
Lynda Tamine, Laure Soulier, Gia-Hung Nguyen, Nathalie Bricon-Souf
Offline versus Online Representation Learning of Documents Using External Knowledge
ACM Transactions on Information Systems, 2019, 37 (4), pp.42:1 — 42:34. ⟨10.1145/3349527⟩
Nathalie Aussenac-Gilles, Nathalie Bricon-Souf, Lynda Tamine
Introduction (RSTI 37 : Numéro spécial TSI )
Revue des Sciences et Technologies de l’Information – Série TSI : Technique et Science Informatiques, 2018, Information médicale : représentation et traitement, 37 : Numéro spécial TSI – Technique et Science Informatiques (1-6), pp.7–9. ⟨10.3166/tsi37-0006⟩
Ghazar Chahbandarian, Nathalie Bricon-Souf, Imen Megdiche, Rémi Bastide, Jean-Christophe Steinbach
Predicting the encoding of secondary diagnoses. An experience based on decision trees
Revue des Sciences et Technologies de l’Information – Série ISI : Ingénierie des Systèmes d’Information, 2017, 22 (2), pp.69-94. ⟨10.3166/ISI.22.2.69-94⟩
Emmanuel Conchon, Nathalie Bricon-Souf
Will mHealth Revolutionize Health and Clinical Management and Open up New Horizons for Mental Health?
Yearbook of medical informatics, 2016, 25 (01), pp.109–112. ⟨10.15265/IY-2016-046⟩
Nathalie Bricon-Souf, Emmanuel Conchon
A 2015 Medical Informatics Perspective on Health and Clinical Management: Will Cloud and Prioritization Solutions Be the Future of Health Data Management?
IMIA Yearbook of Medical Informatics, 2015, IMIA Yearbook, 2015, ⟨10.15265/IY-2015-034⟩
Nathalie Bricon-Souf, Emmanuel Conchon
Trends on integrating framework of applications or data
IMIA Yearbook of Medical Informatics, 2014, Vol. 9 (n° 1), pp. 55-57. ⟨10.15265/IY-2014-0032⟩
Nathalie Souf, Marie-Christine Jaulent
Trends on Integrating Technologies for Mobile and Personalized Care. Findings from the Section on Health and Clinical Management.
In : Yearbook of Medical Informatics, Schattauer, Stuttgart – Germany, Vol. 2013, pp. 64-66, 2013.
URL : http://www.schattauer.de/en/magazine/subject-areas/journals-a-z/imia-yearbook/imia-yearbook-2013.html – https://oatao.univ-toulouse.fr/12523/
BibTeXNathalie Souf, Christine Verdier, André Flory, Marie-Christine Jaulent
Theme C: Medical information systems and databases results and future work
In : IRBM, Elsevier, Special issue Digital technologies for healthcare, Vol. 34, pp. 9-10, February 2013.
URL : http://www.sciencedirect.com/science/journal/19590318/34/1 – https://oatao.univ-toulouse.fr/12393/
BibTeXStéphanie Bernonville, Radja Messai, Romaric Marcilly, Nicolas Leroy, Emma Przewozny, Nathalie Souf, Marie-Catherine Beuscart-Zéphir
Développement et exploitation dune taxonomie visant laide à la conception dun système daide à la décision médicamenteuse contextualisé
In : Informatique et Santé, Springer, Special issue Systèmes d’information pour l’amélioration de la qualité en santé, Vol. 18, N. 1, pp. 131-141, February 2012.
URL : http://link.springer.com/book/10.1007/978-2-8178-0285-5/page/1
BibTeXRadja Messai, Michel Simonet, Nathalie Souf, Mireille Mousseau
Analyzing Health Consumer Terminology for Query Reformulation Tasks
In : Studies in Computational Intelligence (SCI), Springer-Verlag, Heidelberg, Allemagne, Special issue Advances in Knowledge Discovery and Management, Vol. 2, pp. 193-214, 2012.
URL : http://link.springer.com/book/10.1007/978-3-642-25838-1/page/1
BibTeXStéphanie Bernonville, Romaric Marcilly, Nicolas Leroy, Emma Przewozny, Nathalie Souf, Marie-Catherine Beuscart-Zéphir
Implementation of a taxonomy aiming to support the design of a contextualised Clinical Decision Support System.
In : Studies in Health Technology and Informatics, IOS Press, Vol. 166, pp. 74-83, 2011.
Radja Messai, Michel Simonet, Nathalie Souf, Mireille Mousseau
Characterizing consumer health terminology in the breast cancer field.
In : Studies in Health Technology and Informatics, IOS Press, Vol. 160, pp. 991-994, 2010.
Nathalie Souf, Nicolas Leroy, Jean-Marie Renard
Augmented notebooks for pervasive learning in medical practice
In : Studies in Health Technology and Informatics, IOS Press, Vol. 160, pp. 634-638, 2010.
Ginel Dorleon, Olivier Teste, Nathalie Bricon-Souf, Imen Megdiche
Feature Selection Under Fairness and Performance Constraints
24th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2022), Aug 2022, Vienne, Austria. pp.125-130, ⟨10.1007/978-3-031-12670-3_11⟩
Ginel Dorleon, Nathalie Bricon-Souf, Imen Megdiche, Olivier Teste
Absolute Redundancy Analysis Based on Features Selection
4th International Conference on Data Science and Information Technology (DSIT 2021), The International Society for Applied Computing (ISAC), Jul 2021, Shangai (virtual), China. pp.1-4, ⟨10.1145/3478905.3479002⟩
Nathalie Bricon-Souf, Hervé Pingaud
A general model for assessment of change in professional practiceswhile shifting to tele-medicine
Multi Conference on Computer Science and Information Systems, International Conference on e-Health (MCCSIS), Jul 2019, Porto, Portugal. pp.93-100
Max Chevalier, Thierno Ibrahima Diop, Imen Megdiche, Nathalie Bricon-Souf, Olivier Teste
Classification multi-labels de données de santé médico-économiques
5e Seminaire Veille Strategique Scientifique et Technologique (VSST 2018), Jun 2018, Toulouse, France
Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Bricon-Souf
A Tri-Partite Neural Document Language Model for Semantic Information Retrieval
ESWC 2018 – 15th European Semantic Web Conference, Jun 2018, Heraklion, Crète, Greece. pp.445-461, ⟨10.1007/978-3-319-93417-4_29⟩
Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Bricon-Souf
Modèle neuronal tripartite pour la représentation de documents
15ème Conférence francophone en Recherche d’Information et Applications (CORIA 2018), ARIA (Association francophone de Recherche d’Information et Applications); IRISA (UMR 6074); Centre Inria Bretagne-Atlantique, May 2018, Rennes, France
Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Bricon-Souf
Apprentissage de représentation des documents médicaux guidé par les concepts pour la recherche d’information
4e Symposium sur l’Ingénierie de l’Information Médicale (SIIM 2017), Nov 2017, Toulouse, France. pp.1-8
Gia-Hung Nguyen, Laure Soulier, Lynda Tamine, Nathalie Bricon-Souf
DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents
3rd International Conference on the Theory of Information Retrieval (ICTIR 2017), ACM SIGIR, Oct 2017, Amsterdam, Netherlands. pp.19-26, ⟨10.1145/3121050.3121063⟩
Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Bricon-Souf
Learning Concept-Driven Document Embeddings for Medical Information Search
16th Conference on Artificial Intelligence in Medicine (AIME 2017), Jun 2017, Vienna, Austria. pp.160-170, ⟨10.1007/978-3-319-59758-4_17⟩
Gia-Hung Nguyen, Laure Soulier, Lynda Tamine, Nathalie Bricon-Souf
Modèle Neuronal de Recherche d’Information Augmenté par une Ressource Sémantique
Conférence francophone en Recherche d’Information et Applications (CORIA 2017), LSIS, Université de Marseille; ARIA : Association Francophone de Recherche d’Information (RI) et Applications, Mar 2017, Marseille, France. pp.1-16
Gia-Hung Nguyen, Laure Soulier, Lynda Tamine, Nathalie Bricon-Souf
IRIT @ TREC 2016 Clinical Decision Support Track
Text REtrieval Conference (TREC 2016), Nov 2016, Gaithersburg, MD, United States
Gia-Hung Nguyen, Lynda Tamine, Laure Soulier, Nathalie Bricon-Souf
Toward a Deep Neural Approach for Knowledge-Based IR
Workshop on Neural Information Retrieval during the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016), Jul 2016, Pise, Italy
Ghazar Chahbandarian, Nathalie Bricon-Souf, Rémi Bastide, Jean-Christophe Steinbach
Increasing secondary diagnosis encoding quality using data mining techniques
10th IEEE International Conference on Research Challenges in Information Science (RCIS 2016), Jun 2016, Grenoble, France. pp. 1-10
Francis Faux, Rémi Bastide, Nathalie Bricon-Souf, Rita Zgheib
Smartphone-Based Collaborative System for Wounds Tracking
8th International Conference on e-Health, Telemedicine and Social Medicine (eTELEMED 2016), IARIA, Apr 2016, Venise, Italy. pp.104-109
Nathalie Bricon-Souf, Ghazar Chahbandarian, Lydia-Mai Ho-Dac, Mustapha Mojahid
Un cadre fédérateur de représentation des données et indices issus des forum de santé
3ème Symposium Ingénierie de l’Information Médicale (SIIM 2015), Sandra Bringay (LIRMM Montpellier); Jean Charlet (INSERM APHP Paris 6); Marie-Christine Jaulent (CRC Jussieu); Lina Soualmia (LITIS Rouen); Nathalie Souf (IRIT Toulouse); Lynda Tamine Lechani (IRIT Toulouse), Jun 2015, Rennes, France. pp.43-48
Philippe Marrast, Nathalie Souf, Pascale Zaraté, Anne Mayere
Heuristiques et annotations pour (re)penser le Dossier Clinique Informatisé.
In : SIIM 2013, 2e édition du Symposium sur l’Ingénierie de l’Information Médicale, Lille, 01/07/13.
Abstract URL : https://www.researchgate.net/publication/294428421_Heuristiques_et_annotations_pour_repenser_le_Dossier_Clinique_Informatise
BibTeXChallenges pour la coordination informatisée dans la prise en charge à domicile.
In : Biennale Design, Saint Etienne France, 14/03/13-15/03/13 (invited speaker).
Nathalie Souf, Emmanuel Conchon
A step forward the elicitation of context: application in healthcare (short paper)
In : ECAI Workshop on Acquisition, Representation and Reasoning with Contextualized Knowledge (ARCOE 2012), Montpellier, France, 28/08/12, Vol. 2012, ARCOE, (on line), August 2012.
Radja Messai, Michel Simonet, Nathalie Souf, Mireille Mousseau
Caractériser la terminologie des usagers de santé dans le domaine du cancer du sein (regular paper)
In : Journées Francophones Extraction et Gestion de Connaissances (EGC 2010), Hammamet ,Tunisie, 26/01/10-29/01/10, Cépaduès Editions, pp. 405-416, 2010.
How to Transform Personal Knowledge into Collaborative Knowledge with a Wiki Dedicated to Microlearning (regular paper)
In : IEEE International Conference on Intelligent Computing and Cognitive Informatics, Kuala Lumpur, 22/06/10-23/06/10, IEEE Computer Society, pp. 376-379, 2010.
Maxime Baas, Stéphanie Bernonville, Nathalie Bricon-Souf, Sylvain Hassler, Christophe Kolski, Guy Andre Boy
Towards a Context Model for Human-Centered Design of Contextual Data Entry Systems in Healthcare Domain
Engineering Psychology and Cognitive Ergonomics : 11th International Conference, EPCE 2014, Held as Part of HCI International 2014, Heraklion, Crete, Greece, June 22-27, 2014. Proceedings, 8532, Springer International Publishing, pp.223-233, 2014, Lecture Notes in Computer Science book series (LNCS), 978-331907514-3. ⟨10.1007/978-3-319-07515-0_23⟩
Nathalie Souf, Emmanuel Conchon
Context awareness for medical applications
In : Medical Applications of Artificial Intelligence. Arvin Agah (Eds.) , Taylor & Francis Group, 22, pp. 355-375, 2013.
URL : http://www.crcpress.com/product/isbn/9781439884331
BibTeXRégis Beuscart, Emmanuel Chazard, Jacques Duchêne, Grégoire Ficheur, Jean-Marie Renard, Vincent Rialle, Nathalie Souf
La e-santé
In : Informatique médicale, e-santé. Fondements et applications.. Alain Venot, Anita Burgun, Catherine Quantin (Eds.) , Springer, pp. 437-461, 2013.
Ginel Dorleon, Nathalie Bricon-Souf, Imen Megdiche, Olivier Teste
Qualification du biais de données dans le processus de la science des données
Jérôme Azé; Vincent Lemaire. 21ème conférence Extraction et Gestion des Connaissances (EGC 2021), Jan 2021, Montpellier, France. RNTI : Revue des Nouvelles Technologies de l’Information, EGC 2021. Revue des Nouvelles Technologies de l’Information, RNTI-E-37, pp.515-516
Ghazar Chahbandarian, Mustapha Mojahid, Nathalie Bricon-Souf
Contextual presentation of medical forum’s discussions (Atelier Ingénierie des connaissances et santé 2014)
2014