Real-world Patient Trajectory Prediction from Clinical Notes Using Artificial Neural Networks and UMLS-Based Extraction of Concepts. - Jamil Zaghir; José F. Rodrigues Jr.; Lorraine Goeuriot; Sihem Amer-Yahia (J. Heal. Informatics Res., 2021)

Caregivers Interactions with Clinical Autocomplete Tool: A Retrospective Study. - Jamil Zaghir; Jean-Philippe Goldman; Mina Bjelogrlic; Christophe Gaudet-Blavignac; Christian Lovis (ICIMTH, 2022)

Deep SNOMED CT Enabled Large Clinical Database About COVID-19. - Christophe Gaudet-Blavignac; Julien Ehrsam; Hugues Turbé; Daniel Keszthelyi; Jamil Zaghir; Christian Lovis (MIE, 2022)

Classification of Oncology Treatment Responses from French Radiology Reports with Supervised Machine Learning. - Jean-Philippe Goldman; Luc Mottin; Jamil Zaghir; Daniel Keszthelyi; Belinda Lokaj; Hugues Turbé; Julien Gobeill; Patrick Ruch; Julien Ehrsam; Christian Lovis (MIE, 2022)

A Lightweight and Interpretable Model to Classify Bundle Branch Blocks from ECG Signals. - Hugues Turbé; Mina Bjelogrlic; Mehdi Namdar; Christophe Gaudet-Blavignac; Jamil Zaghir; Jean-Philippe Goldman; Belinda Lokaj; Christian Lovis (MIE, 2022)

Performance of Machine Learning Methods to Classify French Medical Publications. - Jamil Zaghir; Jean-Philippe Goldman; Mina Bjelogrlic; Daniel Keszthelyi; Christophe Gaudet-Blavignac; Hugues Turbé; Belinda Lokaj; Christian Lovis (MIE, 2022)

FRASIMED: A Clinical French Annotated Resource Produced through Crosslingual BERT-Based Annotation Projection. - Jamil Zaghir; Mina Bjelogrlic; Jean-Philippe Goldman; Soukaïna Aananou; Christophe Gaudet-Blavignac; Christian Lovis (LREC/COLING, 2024)

Unsupervised Extraction of Body-Text from Clinical PDF Documents. - Adel Bensahla; Jamil Zaghir; Christophe Gaudet-Blavignac; Christian Lovis (MIE, 2024)

Automatic Classification of Conclusions from Multi-Tracer Reports of PET Brain Imaging in Cognitive Impairment. - Jean-Philippe Goldman; Pablo Jané; Jamil Zaghir; Eliluane Pirazzo Andrade Teixeira; Débora Elisa Peretti; Valentina Garibotto; Christian Lovis (MIE, 2024)

Beyond Tokens: Fair Evaluation of French Large Language Models for Clinical Named Entity Recognition. - Jamil Zaghir; Mina Bjelogrlic; Jean-Philippe Goldman; Adel Bensahla; Yuanyuan Zheng; Christian Lovis (MIE, 2024)

MedFrenchmark, a Small Set for Benchmarking Generative LLMs in Medical French. - Jamil Zaghir; Christian Lovis; Christophe Gaudet-Blavignac (MIE, 2024)

Efficient Clinical Information Extraction from Breast Radiology Reports in French. - Jamil Zaghir; Belinda Lokaj; Karen Kinkel; Amal-Dahila Djema; Hugues Turbé; Mina Bjelogrlic; Valentin Durand de Gevigney; Jérôme Schmid; Christian Lovis; Jean-Philippe Goldman (MIE, 2024)

Prompt engineering paradigms for medical applications: scoping review and recommendations for better practices. - Jamil Zaghir; Marco Naguib; Mina Bjelogrlic; Aurélie Névéol; Xavier Tannier; Christian Lovis (CoRR, 2024)

Multimodal deep learning fusion of ultrafast-DCE MRI and clinical information for breast lesion classification. - Belinda Lokaj; Valentin Durand de Gevigney; Amal-Dahila Djema; Jamil Zaghir; Jean-Philippe Goldman; Mina Bjelogrlic; Hugues Turbé; Karen Kinkel; Christian Lovis; Jérôme Schmid (Comput. Biol. Medicine, 2025)

A scoping review of self-supervised representation learning for clinical decision making using EHR categorical data. - Yuanyuan Zheng; Adel Bensahla; Mina Bjelogrlic; Jamil Zaghir; Hugues Turbé; Bednarczyk Lydie; Christophe Gaudet-Blavignac; Julien Ehrsam; Stéphane Marchand-Maillet; Christian Lovis (npj Digit. Medicine, 2025)