Evaluating the effectiveness of stain normalization techniques in automated grading of invasive ductal carcinoma histopathological images

W Voon, YC Hum, YK Tee, WS Yap, H Nisar… - Scientific Reports, 2023 - nature.com
Debates persist regarding the impact of Stain Normalization (SN) on recent breast cancer
histopathological studies. While some studies propose no influence on classification …

Seam Removal for Patch-Based Ultra-High-Resolution Stain Normalization

CC Lee, CH Peng - 2023 IEEE 23rd International Conference …, 2023 - ieeexplore.ieee.org
Stain normalization is a key computational method in pathology that transforms histological
stain images of one style to another. Modern methods are mostly based on neural image-to …