Emerging Concepts and Applied Machine Learning Research in Patients with Drug-Induced Repolarization Disorders. - Mina Bjelogrlic; Arnaud Robert; Arnaud Miribel; Mehdi Namdar; Baris Gencer; Christian Lovis; François Girardin (MIE, 2020)

Evaluation of Document Retrieval Systems on a Medical Corpus in French: Indexation vs. Feature Learning. - Arnaud Robert; Francis Damachi; Mina Bjelogrlic; Jean-Philippe Goldman; Christian Lovis (MIE, 2020)

Communicating on Multivariate and Geospatial Data supported by ergonomics criteria: COVID-19 case. - Hugues Turbé; Victor Garretas Ruiz; Mina Bjelogrlic; Jessica Rochat; Christian Lovis (VAHC, 2020)

Cluster Analysis of Low-Dimensional Medical Concept Representations from Electronic Health Records. - Fernando Jaume-Santero; Boya Zhang; Dimitrios Proios; Anthony Yazdani; Racha Gouareb; Mina Bjelogrlic; Douglas Teodoro (HIS, 2022)

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

Ambulatory Peritoneal Dialysis Analysis Framework. - Nicolas Inacio; Gaëlle Lissorgues; Adrien Ugon; Corinne Bagnis; Christian Lovis; Mina Bjelogrlic (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)

InterpretTime: a new approach for the systematic evaluation of neural-network interpretability in time series classification. - Hugues Turbé; Mina Bjelogrlic; Christian Lovis; Gianmarco Mengaldo (CoRR, 2022)

Evaluation of post-hoc interpretability methods in time-series classification. - Hugues Turbé; Mina Bjelogrlic; Christian Lovis; Gianmarco Mengaldo (Nat. Mac. Intell., 2023)

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)

A Novel Method and Python Library for ECG Signal Quality Assessment. - Charles Berger; Hugues Turbé; Mina Bjelogrlic; Christian Lovis (MIE, 2024)

SIMpat: A Synthetic Benchmark for Similarity Metrics on Patient Representations. - Jean-Virgile Voegeli; Mina Bjelogrlic; Christophe Gaudet-Blavignac; Richard Dubos; Myriam Zimmermann; Adel Bensahla Talet; Yuanyuan Zheng; Julien Ehrsam; 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)

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)

ProtoS-ViT: Visual foundation models for sparse self-explainable classifications. - Hugues Turbé; Mina Bjelogrlic; Gianmarco Mengaldo; 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)

Tell me why: Visual foundation models as self-explainable classifiers. - Hugues Turbé; Mina Bjelogrlic; Gianmarco Mengaldo; Christian Lovis (CoRR, 2025)