Ivan Lerner

According to our database, Ivan Lerner authored at least 11 papers between 2019 and 2025.

Collaborative distances:

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

2025

Spectral structure learning for clinical time series.

Ivan Lerner, Anita Burgun, Francis Bach

CoRR, February, 2025

SIMSAMU - A French medical dispatch dialog open dataset.

Aimé Nun, Olivier Birot, Gaël Guibon, Frédéric Lapostolle, Ivan Lerner

Comput. Methods Programs Biomed., 2025

QUARTZ : Approche abstractive non supervisée par question-réponse pour le résumé de dialogue orienté tâche.

Mohamed Imed Eddine Ghebriout, Gaël Guibon, Ivan Lerner, Emmanuel Vincent

Proceedings of the Actes des 32ème Conférence sur le Traitement Automatique des Langues Naturelles, 2025

QUARTZ: QA-based Unsupervised Abstractive Refinement for Task-oriented Dialogue Summarization.

Mohamed Imed Eddine Ghebriout, Gaël Guibon, Ivan Lerner, Emmanuel Vincent

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Sur la conception et l'apprentissage de structures invariantes dans les modèles de séries temporelles cliniques. (On the design and learning of invariant structures in clinical time series models).

Ivan Lerner

PhD thesis, 2024

Facilitating phenotyping from clinical texts: the medkit library.

Antoine Neuraz, Ghislain Vaillant, Camila Arias, Olivier Birot, Kim Tâm Huynh, Thibaut Fabacher, Alice Rogier, Nicolas Garcelon, Ivan Lerner, Bastien Rance, Adrien Coulet

Bioinform., 2024

2023

TAXN: Translate Align Extract Normalize, a Multilingual Extraction Tool for Clinical Texts.

Antoine Neuraz, Ivan Lerner, Olivier Birot, Camila Arias, Larry Han, Clara-Lea Bonzel, Tianxi Cai, Kim Tâm Huynh, Adrien Coulet

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2021

Using Deep Learning to Improve Phenotyping from Clinical Reports.

Marc Vincent, Maxime Douillet, Ivan Lerner, Antoine Neuraz, Anita Burgun, Nicolas Garcelon

Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

2020

Terminologies augmented recurrent neural network model for clinical named entity recognition.

Ivan Lerner, Nicolas Paris, Xavier Tannier

J. Biomed. Informatics, 2020

Learning the grammar of prescription: recurrent neural network grammars for medication information extraction in clinical texts.

Ivan Lerner, Jordan Jouffroy, Anita Burgun, Antoine Neuraz

CoRR, 2020

2019

Hybrid Approaches for our Participation to the n2c2 Challenge on Cohort Selection for Clinical Trials.

Xavier Tannier, Nicolas Paris, Hugo Cisneros, Christel Daniel, Matthieu Doutreligne, Catherine Duclos, Nicolas Griffon, Claire Hassen-Khodja, Ivan Lerner, Adrien Parrot, Éric Sadou, Cyril Saussol, Pascal Vaillant

CoRR, 2019