746 citations
- Sorbonne UniversitéFR8 papers
- Assistance Publique – Hôpitaux de ParisFR5 papers
- InsermFR4 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Centre de Recherche Saint-AntoineFR2 papers
- Institut du CerveauFR2 papers
- Institut national de recherche en sciences et technologies du numériqueFR2 papers
- Laboratoire de Physique des PlasmasFR2 papers
- Allen Institute for Brain ScienceUS1 paper
- Apple (Israel)IL1 paper
- AstraZeneca (United Kingdom)GB1 paper
- Boston UniversityUS1 paper
8 papers
Prior-Data Fitted Networks for Causal Inference: a Simulation Study with Real-World Scenarios
Francisco Mourao, David Hajage, Daria Bystrova +4
Prior-Data Fitted Networks (PFNs) represent a paradigm shift in tabular data prediction. We present the principles of this new paradigm and evaluate two PFNs for estimating the ave…
Joint model with latent disease age: overcoming the need for reference time
Juliette Ortholand, Nicolas Gensollen, Stanley Durrleman +1
Introduction: Heterogeneity of the progression of neurodegenerative diseases is one of the main challenges faced in developing effective therapies. With the increasing number of la…
Bile Duct Segmentation Methods Under 3D Slicer Applied to ERCP: Advantages and Disadvantages
Abdelhadi Essamlali, Vincent Millot-Maysounabe, Marion Chartier +6
This article presents an evaluation of biliary tract segmentation methods used for 3D reconstruction, which may be very usefull in various critical interventions, such as endoscopi…
Cold plasma endoscopy applied to biliary ducts: feasibility risk assessment on human-like and porcine models for the treatment of cholangiocarcinoma
Henri Decauchy, Allan Pavy, Marine Camus +2
For the past twelve years, cold plasmas have been positioned as a breakthrough technology for treating cancer thanks to their antitumor properties. The innovation of ad hoc plasma…
Axial multi-layer perceptron architecture for automatic segmentation of choroid plexus in multiple sclerosis
Marius Schmidt-Mengin, Vito A. G. Ricigliano, Benedetta Bodini +6
Choroid plexuses (CP) are structures of the ventricles of the brain which produce most of the cerebrospinal fluid (CSF). Several postmortem and in vivo studies have pointed towards…
Treatment of carcinomas using atmospheric pressure plasma jets: from targets to in vivo models to investigate innocuity and therapeutic efficiency
F. Judee, J. Vaquero, L. Fouassier +1
Atmospheric pressure plasma jets (APPJ) are investigated as an efficient approach to induce antitumor effects of cancerous tissues without inducing any damage (e.g. dessication, bu…