49 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Université de BordeauxFR12 papers
- Bordeaux Population HealthFR9 papers
- Centre National de la Recherche ScientifiqueFR5 papers
- InsermFR5 papers
- Hôpital PellegrinFR4 papers
- Electrophysiology and Heart Modeling InstituteFR3 papers
- Hôpital Cardiologique du Haut-LévêqueFR3 papers
- Institut de Mathématiques de BordeauxFR3 papers
- Institut de Recherche VaccinaleFR3 papers
- Centre d'Investigation Clinique Plurithématique de Bordeaux2 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR2 papers
- Harvard UniversityUS2 papers
16 papers
Auditing Sex/Gender Disparities in Emergency Triage with LLM-based Paired Comparisons
Ariel Guerra-Adames, Marta Avalos-Fernandez, Océane Dorémus +3
We present a domain-agnostic paired-comparison approach that uses Large Language Models (LLMs) to quantify sex/gender-related asymmetries in documented clinical decision-making. Th…
Constrained Pareto Set Identification with Bandit Feedback
Cyrille Kone, Emilie Kaufmann, Laura Richert
In this paper, we address the problem of identifying the Pareto Set under feasibility constraints in a multivariate bandit setting. Specifically, given a -armed bandit with unkn…
Representation learning to advance multi-institutional studies with electronic health record data from US and France
Doudou Zhou, Han Tong, Linshanshan Wang +21
The widespread adoption of electronic health records has created new opportunities for translational clinical research, yet this promise remains constrained by fragmented data acro…
RISE: Two-Stage Rank-Based Identification of High-Dimensional Surrogate Markers Applied to Vaccinology
Arthur Hughes, Layla Parast, Rodolphe Thiébaut +1
In vaccine trials with long-term participant follow-up, it is of great importance to identify surrogate markers that accurately infer long-term immune responses. These markers offe…
Assessment of a Threshold Method for Computing Activation Maps from Reconstructed Transmembrane Voltages
Emma Lagracie, Lisl Weynans, Yves Coudière
Electrocardiographic imaging non-invasively reconstructs activation maps of the heart from temporal body surface potential maps by post-processing solutions of an inverse problem.…
Anatomical feature-prioritized loss for enhanced MR to CT translation
Arthur Longuefosse, Baudouin Denis de Senneville, Gael Dournes +3
In medical image synthesis, the precision of localized structural details is crucial, particularly when addressing specific clinical requirements such as the identification and mea…
How to explain the sensitivity of DNA double-strand breaks yield to 125I position?
Mario Enrique Alcocer Ávila, Elif Hindié, Christophe Champion
Purpose: Auger emitters exhibit interesting features due to their emission of a cascade of short-range Auger electrons. Maximum DNA breakage efficacy is achieved when decays occur…
Kartezio: Evolutionary Design of Explainable Pipelines for Biomedical Image Analysis
Kévin Cortacero, Brienne McKenzie, Sabina Müller +14
An unresolved issue in contemporary biomedicine is the overwhelming number and diversity of complex images that require annotation, analysis and interpretation. Recent advances in…
Disease progression model anchored around clinical diagnosis in longitudinal cohorts: example of Alzheimer's disease and related dementia
Jérémie Lespinasse, Carole Dufouil, Cécile Proust-Lima +1
Background. Alzheimer's disease and related dementia (ADRD) are characterized by multiple and progressive anatomo clinical changes. Yet, modeling changes over disease course from c…
Gradient expansion of the non-Abelian gauge-covariant Moyal star-product
François Konschelle
Motivated by the recent developments of gauge-covariant methods in the phase-space, a systematic method is presented aiming at the generalisation of the Moyal star-product to a non…
Doubly-robust evaluation of high-dimensional surrogate markers
Denis Agniel, Layla Parast, Boris Hejblum
When evaluating the effectiveness of a treatment, policy, or intervention, the desired measure of effectiveness may be expensive to collect, not routinely available, or may take a…
Pre-training A Neural Language Model Improves The Sample Efficiency of an Emergency Room Classification Model
Binbin Xu, Cédric Gil-Jardiné, Frantz Thiessard +3
To build a French national electronic injury surveillance system based on emergency room visits, we aim to develop a coding system to classify their causes from clinical notes in f…
Neural correlates of episodic memory in the Memento cohort
Stéphane Epelbaum, Vincent Bouteloup, Jean Mangin +22
IntroductionThe free and cued selective reminding test is used to identify memory deficits in mild cognitive impairment and demented patients. It allows assessing three processes:…
Evaluation of a congruent auditory feedback for Motor Imagery BCI
Emmanuel Christophe, Jérémy Frey, Richard Kronland-Martinet +6
Designing a feedback that helps participants to achieve higher performances is an important concern in brain-computer interface (BCI) research. In a pilot study, we demonstrate how…
Efficient high order schemes for stiff ODEs in cardiac electrophysiology
Charlie Douanla Lontsi, Yves Coudière, Charles Pierre
In this work we analyze the resort to high order exponential solvers for stiff ODEs in the context of cardiac electrophysiology modeling. The exponential Adams-Bashforth and the Ru…
Nonlinear trend removal should be carefully performed in heart rate variability analysis
Binbin Xu, Rémi Dubois, Oriol Pont +1
Background : In Heart rate variability analysis, the rate-rate time series suffer often from aperiodic non-stationarity, presence of ectopic beats etc. It would be hard t…