Gaillochet, Mélanie

1. Active learning for medical image segmentation with stochastic batches
   2023/01/18 by Mélanie Gaillochet, Gaillochet, Mélanie, Christian Desrosiers +3 · 2 citations
   Computer Science · #Algorithms and Data Compression #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Algorithms #Machine Learning and Data Classification
2. Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision
   2024/09/30 by Mélanie Gaillochet, Christian Desrosiers, Gaillochet, Mélanie +3 · 4 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Domain Adaptation and Few-Shot Learning
3. Joint reconstruction and bias field correction for undersampled MR\n imaging
   2020/07/26 by Mélanie Gaillochet, Kerem Can Tezcan, Gaillochet, Mélanie +3 · 1 citation
   Medicine · Engineering · #Advanced MRI Techniques and Applications #Medical Imaging Techniques and Applications #Advanced X-ray and CT Imaging
4. TAAL: Test-time Augmentation for Active Learning in Medical Image Segmentation
   2023/01/16 by Mélanie Gaillochet, Gaillochet, Mélanie, Christian Desrosiers +3 · 1 citation
   Computer Science · #Machine Learning and Algorithms #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification