Zeeshan Nisar

StairwayToStain: A Gradual Stain Translation Approach for Glomeruli Segmentation

2024 · HAL (Le Centre pour la Communication Scientifique Directe)

International audience

Resource Efficient Multi-stain Kidney Glomeruli Segmentation via Self-supervision

2024 · arXiv (Cornell University)

Semantic segmentation under domain shift remains a fundamental challenge in computer vision, particularly when labelled training data is scarce. This challenge is particularly exemplified in histopathology image analysis, where the same tissue structures must be …