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)

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)

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)

A Novel Method and Python Library for ECG Signal Quality Assessment. - Charles Berger; Hugues Turbé; Mina Bjelogrlic; 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)

ProtoS-ViT: Visual foundation models for sparse self-explainable classifications. - Hugues Turbé; Mina Bjelogrlic; Gianmarco Mengaldo; Christian Lovis (CoRR, 2024)

Revisiting the robustness of post-hoc interpretability methods. - Jiawen Wei 002; Hugues Turbé; Gianmarco Mengaldo (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)