Olivier Humbert

1. Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
   2018/05/17 by Olivier Bernard, Alain Lalande, Clément Zotti +43 · 148 citations
   Medicine · #Cardiac Imaging and Diagnostics #Cardiac Structural Anomalies and Repair #Cardiac Valve Diseases and Treatments
2. Don't fear the unlabelled: safe semi-supervised learning via simple\n debiasing
   2022/03/14 by Hugo Schmutz, Olivier Humbert, Schmutz, Hugo +3 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification #Explainable Artificial Intelligence (XAI)
3. Fed-BioMed: Open, Transparent and Trusted Federated Learning for Real-world Healthcare Applications
   2023/04/24 by Francesco Cremonesi, Marc Vesin, Cremonesi, Francesco +35 · 2 citations
   Computer Science · Social Sciences · #Access Control and Trust #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)