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eess.IV2022
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…
eess.IV2022★ 26 cited
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…