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Raphaël GAZZOTTI

8
Documents
Identifiants chercheurs

Présentation

**I am a Researcher at the Research Institutes of Sweden (RISE). I worked on the integration of knowledge from knowledge graphs to a vector representation of electronic medical records to prevent patient hospitalization in an application intended for both physicians and patients. Then I participated in the creation of a knowledge graph about COVID-19 virus containing named entities, arguments, and metadata from the scientific literature. More recently I worked on geospatial reasoning, smart building and ETL pipelines. I hold a PhD degree in Computer Science from Côtes d'Azur University and a degree in Biology.**

Publications

catherine-faron-zucker
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Extending electronic medical records vector models with knowledge graphs to improve hospitalization prediction

 Raphaël Gazzotti , Catherine Faron , Fabien Gandon , Virginie Lacroix-Hugues , David Darmon
Journal of Biomedical Semantics, 2022, 13 (6), pp.20. ⟨10.1186/s13326-022-00261-9⟩
Article dans une revue hal-03502001v1
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Injection of Automatically Selected DBpedia Subjects in Electronic Medical Records to boost Hospitalization Prediction

 Raphaël Gazzotti , Catherine Faron Zucker , Fabien Gandon , Virginie Lacroix-Hugues , David Darmon
SAC 2020 - 35th ACM/SIGAPP Symposium On Applied Computing, Mar 2020, Brno, Czech Republic. ⟨10.1145/3341105.3373932⟩
Communication dans un congrès hal-02389918v1
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Interface d'Aide à la Décision pour Prédire l'Hospitalisation de Patients et planifier les Actions Préventives pour Prévenir cet Événement

 Raphaël Gazzotti , Elisa Noual , Catherine Faron Zucker , Fabien Gandon , Alain Giboin
RJCIA 2019 - Rencontres des Jeunes Chercheurs en Intelligence Artificielle PFIA 2019, Jul 2019, Toulouse, France. pp.54-58
Communication dans un congrès hal-02157559v2
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Injecting Domain Knowledge in Electronic Medical Records to Improve Hospitalization Prediction

 Raphaël Gazzotti , Catherine Faron Zucker , Fabien Gandon , Virginie Lacroix-Hugues , David Darmon
ESWC 2019 - 16th Extended Semantic Web Conference, Jun 2019, Portorož, Slovenia. pp.116--130, ⟨10.1007/978-3-030-21348-0_8⟩
Communication dans un congrès hal-02064421v2
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Évaluation des améliorations de prédiction d'hospitalisation par l'ajout de connaissances métier aux dossiers médicaux

 Raphaël Gazzotti , Catherine Faron Zucker , Fabien Gandon , Virginie Lacroix-Hugues , David Darmon
EGC 2019 - 19ème Conférence Francophone sur l'Extraction et Gestion des connaissances, Jan 2019, Metz, France
Communication dans un congrès hal-01967586v1
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Un validateur d'ontologies par rapport à des profils OWL implémenté dans le langage STTL

 Raphaël Gazzotti , Olivier Corby , Catherine Faron Zucker
PFIA 2017 - Atelier OWL Reasoning in Practice, Plate-Forme Intelligence Artificielle , Jul 2017, Caen, France. pp.11
Communication dans un congrès hal-01559088v1
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Bottom-up enrichment of top-down ontologies through annotation

 Cristian Cardellino , Milagro Teruel , Raphaël Gazzotti , Laura Alonso Alemany , Serena Villata
ICAIL Workshop on `MIning and REasoning with Legal texts' (MIREL 2017), Jun 2017, Londres, United Kingdom
Communication dans un congrès hal-01834796v1
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Validating Ontologies against OWL 2 Profiles with the SPARQL Template Transformation Language

 Olivier Corby , Catherine Faron Zucker , Raphaël Gazzotti
10th International Conference on Web Reasoning and Rule Systems (RR 2016), Sep 2016, Aberdeen, United Kingdom
Communication dans un congrès hal-01349382v1