2.2k citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Nantes UniversitéFR12 papers
- Laboratoire des Sciences du Numérique de NantesFR8 papers
- InsermFR6 papers
- Centre National de la Recherche ScientifiqueFR5 papers
- École Centrale de NantesFR4 papers
- Centre d'Investigation Clinique de NantesFR3 papers
- Institut du ThoraxFR2 papers
- Laboratoire Dynamique du LangageFR2 papers
- Laboratoire Informatique d'AvignonFR2 papers
- CEA Paris-SaclayFR1 paper
- Centre de Recherche en Cancérologie et Immunologie Intégrée Nantes AngersFR1 paper
- Centre de Recherche Épidémiologie et StatistiqueFR1 paper
16 papers
MediQAl: A French Medical Question Answering Dataset for Knowledge and Reasoning Evaluation
Adrien Bazoge
This work introduces MediQAl, a French medical question answering dataset designed to evaluate the capabilities of language models in factual medical recall and reasoning over real…
Implicit neural representations for end-to-end PET reconstruction
Younès Moussaoui, Diana Mateus, Nasrin Taheri +3
Implicit neural representations (INRs) have demonstrated strong capabilities in various medical imaging tasks, such as denoising, registration, and segmentation, by representing im…
Building a Synthetic Vascular Model: Evaluation in an Intracranial Aneurysms Detection Scenario
Rafic Nader, Florent Autrusseau, Vincent L'Allinec +1
We hereby present a full synthetic model, able to mimic the various constituents of the cerebral vascular tree, including the cerebral arteries, bifurcations and intracranial aneur…
Enhancing Otological Surgery: Co-Designing a Parallel Robot with Surgeon Input
Durgesh Haribhau Salunkhe, Guillaume Michel, Shivesh Kumar +1
This work presents the development of a parallel manipulator used for otological surgery from the perspective of co-design. Co-design refers to the simultaneous involvement of the…
DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain
Yanis Labrak, Adrien Bazoge, Oumaima El Khettari +8
The biomedical domain has sparked a significant interest in the field of Natural Language Processing (NLP), which has seen substantial advancements with pre-trained language models…
Using deep learning for an automatic detection and classification of the vascular bifurcations along the Circle of Willis
Rafic Nader, Romain Bourcier, Florent Autrusseau
Most of the intracranial aneurysms (ICA) occur on a specific portion of the cerebral vascular tree named the Circle of Willis (CoW). More particularly, they mainly arise onto fifte…
FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain
Yanis Labrak, Adrien Bazoge, Richard Dufour +4
This paper introduces FrenchMedMCQA, the first publicly available Multiple-Choice Question Answering (MCQA) dataset in French for medical domain. It is composed of 3,105 questions…
Monitoring mental workload by EEG during a game in Virtual Reality
Lina-Estelle Linelle Louis, Saïd Moussaoui, Vincent Roualdes +3
During an activity, knowing the mental workload (MWL) of the user allows to improve the Human-Machine Interactions (HMI). Indeed, the MWL has an impact on the individual and its in…
Geometric Atlas of the Middle Ear and Paranasal Sinuses for Robotic Applications
Guillaume Michel, Durgesh Salunkhe, Philippe Bordure +1
In otolaryngologic surgery, more and more robots are being studied to meet the clinical needs of operating rooms. However, to help design and optimize these robots, the workspace m…
D{é}composition et analyse de trac{é}s EMG pour aider au diagnostic des maladies neuromusculaires
Arthur Bureau, Jean-Maxime Le Carpentier, Eric Le Carpentier +2
The electromyogram (EMG) in needle detection represents one of the steps of the electroneuromyogram (ENMG), an examination commonly performed in neurology. By inserting a needle in…
Literature Review on Endoscopic Robotic Systems in Ear and Sinus Surgery
Guillaume Michel, Durgesh Haribhau Salunkhe, Philippe Bordure +1
In otolaryngologic surgery, endoscopy is increasingly used to provide a better view of hard-to-reach areas and to promote minimally invasive surgery. However, the need to manipulat…
G-computation and doubly robust standardisation for continuous-time data: a comparison with inverse probability weighting
A. Chatton, F. Le Borgne, C. Leyrat +1
In time-to-event settings, g-computation and doubly robust estimators are based on discrete-time data. However, many biological processes are evolving continuously over time. In th…
Stratified cross-validation for unbiased and privacy-preserving federated learning
R. Bey, R. Goussault, M. Benchoufi +1
Large-scale collections of electronic records constitute both an opportunity for the development of more accurate prediction models and a threat for privacy. To limit privacy expos…
Analyse du besoin en assistance robotique dans la chirurgie de l'oreille
G. Michel, D. Chablat, P. Bordure +2
Otologic surgery has some specificities compared to others surgeries. The anatomic working space is small, with various anatomical structures to preserve, like ossicles or facial n…
Etat de l'art des systèmes robotisés en vue d'une application pour la chirurgie otologique
M. Dreux, L Ginzburg, P. Bordure +2
This article deals with a patents state-of-the-art linked to our robotic system which holds an endoscope. In a first part, we analyze how the endoscope operates as well as we disco…
GATE : a simulation toolkit for PET and SPECT
S. Jan, G. Santin, D. Strul +50
Monte Carlo simulation is an essential tool in emission tomography that can assist in the design of new medical imaging devices, the optimization of acquisition protocols, and the…