38 citations
- Centre National de la Recherche ScientifiqueFR6 papers
- InsermFR4 papers
- Université de StrasbourgFR4 papers
- Institut de Recherche Mathématique AvancéeFR3 papers
- Agostino Gemelli University PolyclinicIT2 papers
- Hôpitaux Universitaires de StrasbourgFR2 papers
- Université de Technologie de TroyesFR2 papers
- University Hospital of BaselCH2 papers
- Assistance Publique – Hôpitaux de ParisFR1 paper
- Azienda Ospedaliera Sant'AndreaIT1 paper
- Bordeaux Population HealthFR1 paper
- CEA Paris-SaclayFR1 paper
7 papers
Surgical Text-to-Image Generation
Chinedu Innocent Nwoye, Rupak Bose, Kareem Elgohary +5
Acquiring surgical data for research and development is significantly hindered by high annotation costs and practical and ethical constraints. Utilizing synthetically generated ima…
Preserving Privacy in Surgical Video Analysis Using Artificial Intelligence: A Deep Learning Classifier to Identify Out-of-Body Scenes in Endoscopic Videos
Joël L. Lavanchy, Armine Vardazaryan, Pietro Mascagni +3
Objective: To develop and validate a deep learning model for the identification of out-of-body images in endoscopic videos. Background: Surgical video analysis facilitates educatio…
CNN-based real-time 2D-3D deformable registration from a single X-ray projection
François Lecomte, Jean-Louis Dillenseger, Stéphane Cotin
Purpose: The purpose of this paper is to present a method for real-time 2D-3D non-rigid registration using a single fluoroscopic image. Such a method can find applications in surge…
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:…
selectBoost: a general algorithm to enhance the performance of variable selection methods in correlated datasets
Ismaïl Aouadi, Nicolas Jung, Raphael Carapito +4
Motivation: With the growth of big data, variable selection has become one of the major challenges in statistics. Although many methods have been proposed in the literature their p…
AcSel: selecting variables with accuracy in correlated datasets
Jung Nicolas, Frédéric Bertrand, Myriam Maumy-Bertrand
With the emergence of high-throughput technologies, it is possible to measure large amounts of data relatively at low cost. Such situations arise in many fields from sciences to hu…