Maya Maya Barbosa Silva

This paper introduces GlomExtractor, a tool for extracting glomerular patches from kidney biopsy images, and shows how processing strategies affect machine learning performance.

StainStyleSampler clusters and samples stain styles from whole slide images to improve machine learning robustness across different staining appearances.

This paper improves quantification of interstitial fibrosis in kidney biopsies by using morphological segmentation, showing better correlation with expert grading and reduced bias.