Hugues Turbé

15 papers Journal 8Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
A scoping review of self-supervised representation learning for clinical decision making using EHR categorical data.
npj Digit. Medicine
Yuanyuan Zheng, Adel Bensahla, Mina Bjelogrlic, Jamil Zaghir, Hugues Turbé, Lydie Bednarczyk, Christophe Gaudet-Blavignac, Julien Ehrsam, Stéphane Marchand-Maillet, Christian Lovis
2025 J jnl
Author Correction: A scoping review of self-supervised representation learning for clinical decision making using EHR categorical data.
npj Digit. Medicine
Yuanyuan Zheng, Adel Bensahla, Mina Bjelogrlic, Jamil Zaghir, Hugues Turbé, Lydie Bednarczyk, Christophe Gaudet-Blavignac, Julien Ehrsam, Stéphane Marchand-Maillet, Christian Lovis
2025 J jnl
Multimodal deep learning fusion of ultrafast-DCE MRI and clinical information for breast lesion classification.
Comput. Biol. Medicine
Belinda Lokaj, Valentin Durand De Gevigney, Amal-Dahila Djema, Jamil Zaghir, Jean-Philippe Goldman, Mina Bjelogrlic, Hugues Turbé, Karen Kinkel, Christian Lovis, Jérôme Schmid
2025 J jnl
Tell me why: Visual foundation models as self-explainable classifiers.
CoRR
Hugues Turbé, Mina Bjelogrlic, Gianmarco Mengaldo, Christian Lovis
2024 — conf
A Novel Method and Python Library for ECG Signal Quality Assessment.
MIE
Charles Berger, Hugues Turbé, Mina Bjelogrlic, Christian Lovis
2024 — conf
Efficient Clinical Information Extraction from Breast Radiology Reports in French.
MIE
Jamil Zaghir, Belinda Lokaj, Karen Kinkel, Amal-Dahila Djema, Hugues Turbé, Mina Bjelogrlic, Valentin Durand De Gevigney, Jérôme Schmid, Christian Lovis, Jean-Philippe Goldman
2024 J jnl
ProtoS-ViT: Visual foundation models for sparse self-explainable classifications.
CoRR
Hugues Turbé, Mina Bjelogrlic, Gianmarco Mengaldo, Christian Lovis
2024 J jnl
Revisiting the robustness of post-hoc interpretability methods.
CoRR
Jiawen Wei, Hugues Turbé, Gianmarco Mengaldo
2023 J jnl
Evaluation of post-hoc interpretability methods in time-series classification.
Nat. Mac. Intell.
Hugues Turbé, Mina Bjelogrlic, Christian Lovis, Gianmarco Mengaldo
2022 — conf
A Lightweight and Interpretable Model to Classify Bundle Branch Blocks from ECG Signals.
MIE
Hugues Turbé, Mina Bjelogrlic, Mehdi Namdar, Christophe Gaudet-Blavignac, Jamil Zaghir, Jean-Philippe Goldman, Belinda Lokaj, Christian Lovis
2022 — conf
Classification of Oncology Treatment Responses from French Radiology Reports with Supervised Machine Learning.
MIE
Jean-Philippe Goldman, Luc Mottin, Jamil Zaghir, Daniel Keszthelyi, Belinda Lokaj, Hugues Turbé, Julien Gobeill, Patrick Ruch, Julien Ehrsam, Christian Lovis
2022 — conf
Deep SNOMED CT Enabled Large Clinical Database About COVID-19.
MIE
Christophe Gaudet-Blavignac, Julien Ehrsam, Hugues Turbé, Daniel Keszthelyi, Jamil Zaghir, Christian Lovis
2022 J jnl
InterpretTime: a new approach for the systematic evaluation of neural-network interpretability in time series classification.
CoRR
Hugues Turbé, Mina Bjelogrlic, Christian Lovis, Gianmarco Mengaldo
2022 — conf
Performance of Machine Learning Methods to Classify French Medical Publications.
MIE
Jamil Zaghir, Jean-Philippe Goldman, Mina Bjelogrlic, Daniel Keszthelyi, Christophe Gaudet-Blavignac, Hugues Turbé, Belinda Lokaj, Christian Lovis
2020 — conf
Communicating on Multivariate and Geospatial Data supported by ergonomics criteria: COVID-19 case.
VAHC
Hugues Turbé, Victor Garretas Ruiz, Mina Bjelogrlic, Jessica Rochat, Christian Lovis