Publications

2025

Adam Remaki, Jacques Ung, Pierre Pages, Perceval Wajsbürt, Elise Liu, Guillaume Faure, Thomas Petit-Jean, Xavier Tannier, Christel Gérardin
Improving Phenotyping of Patients With Immune-Mediated Inflammatory Diseases Through Automated Processing of Discharge Summaries: Multicenter Cohort Study
Article · Code

2024

Christel Gérardin, Yuhan Xiong, Perceval Wajsbürt, Fabrice Carrat, Xavier Tannier
Impact of Translation on Biomedical Information Extraction: Experiment on Real-Life Clinical Notes
Article

Xavier Tannier, Perceval Wajsbürt, Alice Calliger, Basile Dura, Alexandre Mouchet, Martin Hilka, Romain Bey
Development and Validation of a Natural Language Processing Algorithm to Pseudonymize Documents in the Context of a Clinical Data Warehouse
Article · Code

2023

Christel Ducroz Gérardin, Perceval Wajsbürt, Basile Dura, Alice Calliger, Alexandre Mouchet, Xavier Tannier, Romain Bey
Bridging Clinical PDFs and Downstream Natural Language Processing: An Efficient Neural Approach to Layout Segmentation
Article · Code

Perceval Wajsbürt, Xavier Tannier
An End-to-End Neural Model Based on Cliques and Scopes for Frame Extraction in Long Breast Radiology Reports
Article · Code

2022

Nesrine Bannour, Perceval Wajsbürt, Bastien Rance, Xavier Tannier, Aurélie Névéol
Privacy-Preserving Mimic Models for Clinical Named Entity Recognition in French
Article

Christel Gérardin, Perceval Wajsbürt, Pascal Vaillant, Ali Bellamine, Fabrice Carrat, Xavier Tannier
Multilabel Classification of Medical Concepts for Patient Clinical Profile Identification
Article

2021

Perceval Wajsbürt
Extraction and Normalization of Simple and Structured Entities in Medical Documents
Thesis

Perceval Wajsbürt, Arnaud Sarfati, Xavier Tannier
Medical Concept Normalization in French Using Multilingual Terminologies and Contextual Embeddings
Article · Code

Perceval Wajsbürt, Yoann Taillé, Xavier Tannier
Effect of Depth Order on Iterative Nested Named Entity Recognition Models
Article · ArXiv

2020

Perceval Wajsbürt, Yoann Taillé, Guillaume Lainé, Xavier Tannier
Participation de l'équipe Du LIMICS à DEFT 2020
Article