871 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Centre National de la Recherche ScientifiqueFR22 papers
- Lyon 1 UniversitéFR21 papers
- InsermFR15 papers
- Institut National des Sciences Appliquées de LyonFR8 papers
- Centre de Recherche en Acquisition et Traitement de l'Image pour la SantéFR7 papers
- Hôpital Edouard HerriotFR6 papers
- Laboratoire d’Imagerie BiomédicaleFR5 papers
- Lyon CollegeUS5 papers
- Assistance Publique – Hôpitaux de ParisFR4 papers
- École Normale Supérieure de LyonFR4 papers
- Hôpital de la Croix-RousseFR4 papers
- Université de LyonFR4 papers
6 papers · 1 filter
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…
Self-Supervised Z-Slice Augmentation for 3D Bio-Imaging via Knowledge Distillation
Alessandro Pasqui, Sajjad Mahdavi, Benoit Vianay +6
Three-dimensional biological microscopy has significantly advanced our understanding of complex biological structures. However, limitations due to microscopy techniques, sample pro…
Disentangled representations: towards interpretation of sex determination from hip bone
Kaifeng Zou, Sylvain Faisan, Fabrice Heitz +4
By highlighting the regions of the input image that contribute the most to the decision, saliency maps have become a popular method to make neural networks interpretable. In medica…
Retinal vessel segmentation by probing adaptive to lighting variations
Guillaume Noyel, Christine Vartin, Peter Boyle +1
We introduce a novel method to extract the vessels in eye fun-dus images which is adaptive to lighting variations. In the Logarithmic Image Processing framework, a 3-segment probe…
Hubless keypoint-based 3D deformable groupwise registration
Rémi Agier, Sébastien Valette, Razmig Kéchichian +2
We present a novel algorithm for Fast Registration Of image Groups (FROG), applied to large 3D image groups. Our approach extracts 3D SURF keypoints from images, computes matched p…
Segmentation of Arterial Walls in Intravascular Ultrasound Cross-Sectional Images Using Extremal Region Selection
Mehdi Faraji, Irene Cheng, Iris Naudin +1
Intravascular Ultrasound (IVUS) is an intra-operative imaging modality that facilitates observing and appraising the vessel wall structure of the human coronary arteries. Segmentat…