From the 2 of 15 papers with an AI index.
- Centre National de la Recherche ScientifiqueFR10 papers
- Institut National des Sciences Appliquées de LyonFR2 papers
- Lyon 1 UniversitéFR2 papers
- Sorbonne UniversitéFR2 papers
- Université de BordeauxFR2 papers
- Université de StrasbourgFR2 papers
- Agostino Gemelli University PolyclinicIT1 paper
- Assistance Publique – Hôpitaux de ParisFR1 paper
- AstraZeneca (Brazil)BR1 paper
- BC Children's HospitalCA1 paper
- Bordeaux Population HealthFR1 paper
- Centre d'Analyse et de Mathématique SocialesFR1 paper
5 papers · 1 filter
AT-ViT: Area-Targeted Multi-View Vision Transformer with Cross-Attention and Multi-Scale Patching for Plant Trait Recognition in Herbarium Images
Amani Sedrat, Takieddine Chehhat, Youcef Sklab +6
Automated plant traits recognition from herbarium images is essential for plant sciences, yet remains challenging because background elements (e.g., textual labels, mounting artifa…
A novel unsupervised machine learning strategy to handle multimodal cardiac PET/MRI data
Brunnhilde Ponsi, Thomas Carlier, Lara Marteau +5
The paper presents an unsupervised clustering pipeline that integrates PET and MRI cardiac images to automatically detect abnormal myocardial regions in patients with arrhythmogeni…
Structured Spectral Graph Representation Learning for Multi-label Abnormality Analysis from 3D CT Scans
Theo Di Piazza, Carole Lazarus, Olivier Nempont +1
With the growing volume of CT examinations, there is an increasing demand for automated tools such as organ segmentation, abnormality detection, and report generation to support ra…
GEN-Guard: Correcting Generalization Failures for Deployable Federated Surgical AI
Julia Alekseenko, Pietro Mascagni, AI4SafeChole Consortium +1
Federated Learning (FL) in surgical video AI enables collaborative model training without sharing sensitive data. However, standard evaluation practices - selecting the "best" glob…
Deep Learning Pose Estimation for Multi-Label Recognition of Combined Hyperkinetic Movement Disorders
Laura Cif, Diane Demailly, Gabriella A. Horvà th +15
Hyperkinetic movement disorders (HMDs) such as dystonia, tremor, chorea, myoclonus, and tics are disabling motor manifestations across childhood and adulthood. Their fluctuating, i…