Sophie Quennelle

According to our database, Sophie Quennelle authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Active learning for extracting rare adverse events from electronic health records: A study in pediatric cardiology.

Sophie Quennelle, Sophie Malekzadeh-Milani, Nicolas Garcelon, Hassan Faour, Anita Burgun, Carole Faviez, Rosy Tsopra, Damien Bonnet, Antoine Neuraz

Int. J. Medical Informatics, 2025

2023

Extraction automatisée des données du texte médical du dossier patient informatisé pour le phénotypage profond et la prédiction des risques en cardiologie pédiatrique. (Automated extraction of medical text data from electronic patient records for deep phenotyping and risk prediction in pediatric cardiology).

Sophie Quennelle

PhD thesis, 2023

The Smart Data Extractor, a Clinician Friendly Solution to Accelerate and Improve the Data Collection During Clinical Trials.

Sophie Quennelle, Maxime Douillet, Lisa Friedlander, Olivia Boyer, Antoine Neuraz, Anita Burgun, Nicolas Garcelon

Proceedings of the Caring is Sharing - Exploiting the Value in Data for Health and Innovation - Proceedings of MIE 2023, Gothenburg, Sweden, 22, 2023

2022

Exploring Analogical Inference in Healthcare.

Safa Alsaidi, Miguel Couceiro, Sophie Quennelle, Anita Burgun, Nicolas Garcelon, Adrien Coulet

Proceedings of the Workshop on the Interactions between Analogical Reasoning and Machine Learning (International Joint Conference on Artificial Intelligence, 2022

An analogy based framework for patient-stay identification in healthcare.

Safa Alsaidi, Miguel Couceiro, Esteban Marquer, Sophie Quennelle, Anita Burgun, Nicolas Garcelon, Adrien Coulet

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

2021

Fuzzy Matching for Symptom Detection in Tweets: Application to Covid-19 During the First Wave of the Pandemic in France.

Carole Faviez, Pierre Foulquié, Xiaoyi Chen, Adel Mebarki, Sophie Quennelle, Nathalie Texier, Sandrine Katsahian, Stéphane Schück, Anita Burgun

Proceedings of the Public Health and Informatics, 2021