Bastien Le Guellec

11PUBLICATIONS
92CO-AUTHORS
Semi- and unsupervised learningComparative language studiesContext learningSoftware quality, processes and metricsLearning analytics
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Publications (11)

|Jul 22, 2026
More than Meets the Eye: Exposure Parameters Cause Shortcut Learning in Radiography Deep Learning Models.

|May 26, 2026
Cultural bias in large language models' ability to follow neuroradiology guidelines.

|May 26, 2026
Performing Best When Needed Least: Reader Experience Shapes Accuracy Gains in Large Language Model-assisted Brain MRI Differential Diagnosis.

|Feb 26, 2026
Reporting checklist for foundation and large language models in medical research (REFINE): an international consensus guideline.

Ismail Mese, Tugba Akinci D'Antonoli, Christian Bluethgen

|Dec 09, 2025
Engaging Undergraduate Medical Students With Introductory Research Training via an Educational Escape Room: Mixed Methods Evaluation.

Bastien Le Guellec, Victoria Gauthier, Rémi Lenain

|Aug 29, 2025
Token Probabilities to Mitigate Large Language Models Overconfidence in Answering Medical Questions: Quantitative Study.

Raphaël Bentegeac, Bastien Le Guellec, Grégory Kuchcinski

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Frequent Collaborators

5 joint publications

Aghiles Hamroun

4 joint publications

Philippe Amouyel

4 joint publications

Raphaël Bentegeac

3 joint publications

Gregory Kuchcinski