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Nathalie SOUF

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FAPFID: A Fairness-Aware Approach for Protected Features and Imbalanced Data

Ginel Dorleon , Imen Megdiche , Nathalie Bricon-Souf , Olivier Teste
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⟩
Journal articles hal-03995398v1

Une approche pour la sélection de variables stables : application à l'encodage des diagnostics secondaires

Ghazar Chahbandarian , Nathalie Bricon-Souf , Imen Megdiche , Rémi Bastide , Jean-Christophe Steinbach
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⟩
Journal articles hal-03001575v1

Offline versus Online Representation Learning of Documents Using External Knowledge

Lynda Tamine , Laure Soulier , Gia-Hung Nguyen , Nathalie Bricon-Souf
ACM Transactions on Information Systems, 2019, 37 (4), pp.42:1 -- 42:34. ⟨10.1145/3349527⟩
Journal articles hal-02304815v1
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Introduction (RSTI 37 : Numéro spécial TSI )

Nathalie Aussenac-Gilles , Nathalie Bricon-Souf , Lynda Tamine
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⟩
Journal articles hal-02924569v1
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Predicting the encoding of secondary diagnoses. An experience based on decision trees

Ghazar Chahbandarian , Nathalie Bricon-Souf , Imen Megdiche , Rémi Bastide , Jean-Christophe Steinbach
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⟩
Journal articles hal-02864391v1

Will mHealth Revolutionize Health and Clinical Management and Open up New Horizons for Mental Health?

Emmanuel Conchon , Nathalie Bricon-Souf
Yearbook of medical informatics, 2016, 25 (01), pp.109--112. ⟨10.15265/IY-2016-046⟩
Journal articles hal-02383452v1

A 2015 Medical Informatics Perspective on Health and Clinical Management: Will Cloud and Prioritization Solutions Be the Future of Health Data Management?

Nathalie Bricon-Souf , Emmanuel Conchon
IMIA Yearbook of Medical Informatics, 2015, IMIA Yearbook, 2015, ⟨10.15265/IY-2015-034⟩
Journal articles hal-01267348v1
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Trends on integrating framework of applications or data

Nathalie Bricon-Souf , Emmanuel Conchon
IMIA Yearbook of Medical Informatics, 2014, Vol. 9 (n° 1), pp. 55-57. ⟨10.15265/IY-2014-0032⟩
Journal articles hal-01153941v1
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Trends on integrating technologies for mobile and personalized care

Nathalie Bricon-Souf , Marie-Christine Jaulent
IMIA Yearbook of Medical Informatics, 2013, 8 (1), pp.64-66. ⟨10.1055/S-0038-1638834⟩
Journal articles hal-03466961v1
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Theme C: Medical information systems and databases - results and future work

Nathalie Bricon-Souf , Christine Verdier , André Flory , Marie-Christine Jaulent
Innovation and Research in BioMedical engineering, 2013, vol. 34 (n° 1), pp. 9-10. ⟨10.1016/j.irbm.2012.12.010⟩
Journal articles hal-01131142v1

Extraction et contextualisation des connaissances

Audrey Baneyx , Nathalie Bricon-Souf , Sandra Bringay
Bulletin de l'Association Française pour l'Intelligence Artificielle, 2011
Journal articles hal-03569416v1

Ordinateur et médecine

Sandra Bringay , Nathalie Bricon-Souf , Audrey Baneyx
Bulletin de l'Association Française pour l'Intelligence Artificielle, 2011, 72, pp.42 - 45
Journal articles hal-03569573v1

Implementation of a taxonomy aiming to support the design of a contextualised Clinical Decision Support System

Stéphanie Bernonville , Romaric Marcilly , Raja Messai , Nicolas Leroy , Emma Przewony
Studies in Health Technology and Informatics, 2011, 166, pp.234-245
Journal articles hal-04163223v1

Informal Notes to support the Asynchronous Collaborative Activities

Nathalie Bricon-Souf , Sandra Bringay , Saliha Hamek , Françoise Anceaux , Catherine Barry
International Journal of Medical Informatics, 2008, 76 (Suppl. 3), pp.342-348. ⟨10.1016/j.ijmedinf.2007.02.006⟩
Journal articles lirmm-00394429v1

An Internet supported workflow for the publication process in UMVF (French Virtual Medical University)

Jean-Marie Renard , Annabel Bourdé , Marc Cuggia , Nicolas Garcelon , Nathalie Souf
International Journal of Medical Informatics, 2007, 76 (5), pp.363-368
Journal articles hal-00499517v1

Context awareness in health care: A review

Nathalie Bricon-Souf , Conrad Newman
International Journal of Medical Informatics, 2007, 76 (1), pp.2-12. ⟨10.1016/j.ijmedinf.2006.01.003⟩
Journal articles hal-03104288v1

An Internet supported workflow for the publication process in UMVF (French Virtual Medical University)

Jean-Marie Renard , Annabel Bourde , Marc Cuggia , Nicolas Garcelon , Nathalie Souf
International Journal of Medical Informatics, 2007, 76 (5-6), pp.363-368. ⟨10.1016/j.ijmedinf.2007.01.010⟩
Journal articles hal-04339833v1

Feature Selection Under Fairness and Performance Constraints

Ginel Dorleon , Olivier Teste , Nathalie Bricon-Souf , Imen Megdiche
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⟩
Conference papers hal-03993007v1
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Absolute Redundancy Analysis Based on Features Selection

Ginel Dorleon , Nathalie Bricon-Souf , Imen Megdiche , Olivier Teste
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⟩
Conference papers hal-03333976v1
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A general model for assessment of change in professional practiceswhile shifting to tele-medicine

Nathalie Bricon-Souf , Hervé Pingaud
Multi Conference on Computer Science and Information Systems, International Conference on e-Health (MCCSIS), Jul 2019, Porto, Portugal. pp.93-100
Conference papers hal-02942301v1
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Classification multi-labels de données de santé médico-économiques

Max Chevalier , Thierno Ibrahima Diop , Imen Megdiche , Nathalie Bricon-Souf , Olivier Teste
5e Seminaire Veille Strategique Scientifique et Technologique (VSST 2018), Jun 2018, Toulouse, France
Conference papers hal-02289949v1
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A Tri-Partite Neural Document Language Model for Semantic Information Retrieval

Gia-Hung Nguyen , Lynda Tamine , Laure Soulier , Nathalie Bricon-Souf
ESWC 2018 - 15th European Semantic Web Conference, Jun 2018, Heraklion, Crète, Greece. pp.445-461, ⟨10.1007/978-3-319-93417-4_29⟩
Conference papers hal-01841594v2
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Modèle neuronal tripartite pour la représentation de documents

Gia-Hung Nguyen , Lynda Tamine , Laure Soulier , Nathalie Bricon-Souf
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
Conference papers hal-01841606v1
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Learning Concept-Driven Document Embeddings for Medical Information Search

Gia-Hung Nguyen , Lynda Tamine , Laure Soulier , Nathalie Bricon-Souf
16th Conference on Artificial Intelligence in Medicine (AIME 2017), Jun 2017, Vienna, Austria. pp.160-170, ⟨10.1007/978-3-319-59758-4_17⟩
Conference papers hal-01517094v1
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DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents

Gia-Hung Nguyen , Laure Soulier , Lynda Tamine , Nathalie Bricon-Souf
3rd International Conference on the Theory of Information Retrieval (ICTIR 2017), ACM SIGIR, Oct 2017, Amsterdam, Netherlands. pp.19-26, ⟨10.1145/3121050.3121063⟩
Conference papers hal-01549543v1
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Modèle Neuronal de Recherche d'Information Augmenté par une Ressource Sémantique

Gia-Hung Nguyen , Laure Soulier , Lynda Tamine , Nathalie Bricon-Souf
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
Conference papers hal-01517032v1
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Apprentissage de représentation des documents médicaux guidé par les concepts pour la recherche d'information

Gia-Hung Nguyen , Lynda Tamine , Laure Soulier , Nathalie Bricon-Souf
4e Symposium sur l'Ingénierie de l'Information Médicale (SIIM 2017), Nov 2017, Toulouse, France. pp.1-8
Conference papers hal-02316857v1
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Smartphone-Based Collaborative System for Wounds Tracking

Francis Faux , Rémi Bastide , Nathalie Bricon-Souf , Rita Zgheib
8th International Conference on e-Health, Telemedicine and Social Medicine (eTELEMED 2016), IARIA, Apr 2016, Venise, Italy. pp.104-109
Conference papers hal-01523684v1
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IRIT @ TREC 2016 Clinical Decision Support Track

Gia-Hung Nguyen , Laure Soulier , Lynda Tamine , Nathalie Bricon-Souf
Text REtrieval Conference (TREC 2016), Nov 2016, Gaithersburg, MD, United States
Conference papers hal-01464681v1
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Increasing secondary diagnosis encoding quality using data mining techniques

Ghazar Chahbandarian , Nathalie Bricon-Souf , Rémi Bastide , Jean-Christophe Steinbach
10th IEEE International Conference on Research Challenges in Information Science (RCIS 2016), Jun 2016, Grenoble, France. pp. 1-10
Conference papers hal-01809380v1
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Toward a Deep Neural Approach for Knowledge-Based IR

Gia-Hung Nguyen , Lynda Tamine , Laure Soulier , Nathalie Bricon-Souf
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
Conference papers hal-01348993v1
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Un cadre fédérateur de représentation des données et indices issus des forum de santé

Nathalie Bricon-Souf , Ghazar Chahbandarian , Lydia-Mai Ho-Dac , Mustapha Mojahid
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
Conference papers hal-03209317v1

Présentation d’un modèle de contexte pour la saisie de données à partir d’exemples provenant des domaines de la santé et du handicap.

Maxime Baas , Stéphanie Bernonville , Nathalie Bricon-Souf , Sylvain Hassler , Christophe Kolski
RITS, Journées de la Recherche en Imagerie et Technologies pour la Santé, Apr 2013, Bordeaux, France
Conference papers hal-03481712v1
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Heuristiques et annotations pour (re)penser le Dossier Clinique Informatisé

Philippe Marrast , Nathalie Bricon-Souf , Pascale Zaraté , Anne Mayère
2ème Symposium sur l'Ingénierie de l'Information Médicale (SIIM 2013), 2013, Lille, France
Conference papers hal-03351639v1

Développement et exploitation d’une taxonomie visant l’aide à la conception d’un système d’aide à la décision médicamenteuse « contextualisant »

Stéphanie Bernonville , Radja Messai , Romaric Marcilly , Nicolas Leroy , Emma Przewozny
14èmes Journées Francophones d’Informatique Médicale (JFIM 2011), Mar 2011, Tunis, Tunisia. pp.131-141, ⟨10.1007/978-2-8178-0285-5_12⟩
Conference papers hal-04169886v1
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Qualification du biais de données dans le processus de la science des données

Ginel Dorleon , Nathalie Bricon-Souf , Imen Megdiche , Olivier Teste
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
Conference poster hal-03333980v1
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Towards a Context Model for Human-Centered Design of Contextual Data Entry Systems in Healthcare Domain

Maxime Baas , Stéphanie Bernonville , Nathalie Bricon-Souf , Sylvain Hassler , Christophe Kolski
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⟩
Book sections hal-03659721v1

E-Health

Régis Beuscart , Emmanuel Chazard , Jacques Duchene , Grégoire Ficheur , Jean-Marie Renard
Venot, Alain; Burgun, Anita; Quantin, Catherine. Medical Informatics, e-Health: Fundamentals and Applications, 16, Springer, pp.405--428, 2013, Health Informatics book series (HI), 978-2-8178-0477-4. ⟨10.1007/978-2-8178-0478-1_16⟩
Book sections hal-03220760v1

La e-Santé

Régis Beuscart , Emmanuel Chazard , Jacques Duchene , Gregoire Ficheur , Jean-Marie Renard
Informatique médicale, e-Santé, Springer Paris, pp.437-461, 2013, ⟨10.1007/978-2-8178-0338-8_17⟩
Book sections hal-02967245v1