Dojat, Michel
- Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis
2022/10/05 by Lambert, Benjamin, Forbes, Florence, Tucholka, Alan +3 · 17 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- ImUnity: a generalizable VAE-GAN solution for multicenter MR image harmonization
2021/09/14 by Cackowski, Stenzel, Barbier, Emmanuel L., Dojat, Michel +1 · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Leveraging 3D Information in Unsupervised Brain MRI Segmentation
2021/01/26 by Lambert, Benjamin, Louis, Maxime, Doyle, Senan +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Scalable magnetic resonance fingerprinting: Incremental inference of high dimensional elliptical mixtures from large data volumes
2024/12/13 by Geoffroy Oudoumanessah, Thomas Coudert, Oudoumanessah, Geoffroy +9 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Molecular Biology Techniques and Applications #Gene expression and cancer classification #Forensic and Genetic Research
- Robust Conformal Volume Estimation in 3D Medical Images
2024/07/29 by Benjamin Lambert, Florence Forbes, Lambert, Benjamin +5 · 1 citation
Computer Science · #Medical Image Segmentation Techniques #Digital Image Processing Techniques #Advanced Vision and Imaging