17 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Laboratoire d'Informatique, du Traitement de l'Information et des SystèmesFR5 papers
- Centre National de la Recherche ScientifiqueFR3 papers
- Institut National des Sciences Appliquées Rouen NormandieFR3 papers
- Université de BourgogneFR3 papers
- Université de Rouen NormandieFR3 papers
- GREYCFR2 papers
- Normandie UniversitéFR2 papers
- Quantos (France)FR2 papers
- Université Bourgogne Franche-ComtéFR2 papers
- Boston CollegeUS1 paper
- Centre de Recherche en Neurosciences de LyonFR1 paper
- Centre d'Imagerie BioMedicaleCH1 paper
4 papers · 1 filter
Differential-UMamba: Rethinking Tumor Segmentation Under Limited Data Scenarios
Dhruv Jain, Romain Modzelewski, Romain Herault +3
In data-scarce scenarios, deep learning models often overfit to noise and irrelevant patterns, which limits their ability to generalize to unseen samples. To address these challeng…
Predicting Patient Survival with Airway Biomarkers using nn-Unet/Radiomics
Zacharia Mesbah, Dhruv Jain, Tsiry Mayet +5
The primary objective of the AIIB 2023 competition is to evaluate the predictive significance of airway-related imaging biomarkers in determining the survival outcomes of patients…
MiSuRe is all you need to explain your image segmentation
Syed Nouman Hasany, Fabrice Mériaudeau, Caroline Petitjean
The last decade of computer vision has been dominated by Deep Learning architectures, thanks to their unparalleled success. Their performance, however, often comes at the cost of e…
Biomedical image analysis competitions: The state of current participation practice
Matthias Eisenmann, Annika Reinke, Vivienn Weru +352
The number of international benchmarking competitions is steadily increasing in various fields of machine learning (ML) research and practice. So far, however, little is known abou…