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Sophie Quennelle PhD Student |
email: sophie.quennelle@inria.fr
bio: I am a pediatric cardiologist and Ph.D. student. My PhD project started in october 2020 supervised by Pr Anita Burgun and cosupervised by Dr Antoine Neuraz. My objective is to propose a deep learning model to provide a reliable representation of patient electronic health record. |
Research projects
Publications
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Criteria : Author : “sophie quennelle”
Number of occurrences founded : 7.
Criteria : Author : “sophie quennelle”
Number of occurrences founded : 7.
- titre
- An analogy based framework for patient-stay identification in healthcare
- auteur
- Safa Alsaidi, Miguel Couceiro, Esteban Marquer, Sophie Quennelle, Anita Burgun, Nicolas Garcelon, Adrien Coulet
- article
- ATA@ICCBR 2022 – Workshop Analogies: from Theory to Applications, Sep 2022, Nancy, France
- titre
- Dilatation of the aorta in children with advanced chronic kidney disease
- auteur
- Sophie Quennelle, Caroline Ovaert✉, Mathilde Cailliez, Florentine Garaix, Michel Tsimaratos, Fedoua El Louali
- article
- Pediatric Nephrology, 2021, 36 (7), pp.1825-1831. ⟨10.1007/s00467-020-04887-8⟩
- titre
- Fuzzy Matching for Symptom Detection in Tweets: Application to Covid-19 During the First Wave of the Pandemic in France
- auteur
- Carole Faviez, Pierre Foulquié, Xiaoyi Chen, Adel Mebarki, Sophie Quennelle, Nathalie Texier, Sandrine Katsahian, Stéphane Schuck, Anita Burgun
- article
- Studies in Health Technology and Informatics, 2021, ⟨10.3233/shti210308⟩
- titre
- The Smart Data Extractor, a Clinician Friendly Solution to Accelerate and Improve the Data Collection During Clinical Trials
- auteur
- Sophie Quennelle, Maxime Douillet, Lisa Friedlander, Olivia Boyer, Antoine Neuraz, Anita Burgun, Nicolas Garcelon
- article
- Caring is Sharing – Exploiting the Value in Data for Health and Innovation, 302, 2023, Studies in Health Technology and Informatics, ⟨10.3233/SHTI230112⟩
- titre
- Pediatric heart failure with preserved ejection fraction, a review
- auteur
- Sophie Quennelle, Damien Bonnet
- article
- Frontiers in Pediatrics, 2023, 11, ⟨10.3389/fped.2023.1137853⟩
- titre
- Exploring Analogical Inference in Healthcare
- auteur
- Safa Alsaidi, Miguel Couceiro, Sophie Quennelle, Anita Burgun, Nicolas Garcelon, Adrien Coulet
- article
- IARML@IJCAI-ECAI’2022: Workshop on the Interactions between Analogical Reasoning and Machine Learning, at IJCAI-ECAI’2022, Jul 2022, Vienna, Austria
- titre
- The Smart Data Extractor, a Clinician Friendly Solution to Accelerate and Improve the Data Collection During Clinical Trials
- auteur
- Sophie Quennelle, Maxime Douillet, Lisa Friedlander, Olivia Boyer, Antoine Neuraz, Anita Burgun, Nicolas Garcelon
- article
- Studies in Health Technology and Informatics, 2023, Studies in Health Technology and Informatics, ⟨10.3233/SHTI230112⟩
