26 citations · 26 across the 4 of their papers we have counts for
3 papers · 1 filter
Adversarial Stain Transfer to Study the Effect of Color Variation on Cell Instance Segmentation
Huaqian Wu, Nicolas Souedet, Camille Mabillon +3
Stain color variation in histological images, caused by a variety of factors, is a challenge not only for the visual diagnosis of pathologists but also for cell segmentation algori…
A General Deep Learning framework for Neuron Instance Segmentation based on Efficient UNet and Morphological Post-processing
Huaqian Wu, Nicolas Souedet, Caroline Jan +2
Recent studies have demonstrated the superiority of deep learning in medical image analysis, especially in cell instance segmentation, a fundamental step for many biological studie…
Evaluation of Deep Learning Topcoders Method for Neuron Individualization in Histological Macaque Brain Section
Huaqian Wu, Nicolas Souedet, Zhenzhen You +3
Cell individualization has a vital role in digital pathology image analysis. Deep Learning is considered as an efficient tool for instance segmentation tasks, including cell indivi…