Pathology Bias reduction using combined stain normalization and augmentation for AI-based classification of histological images. February 22, 2024
Pathology [The model transferability of AI in digital pathology : Potential and reality]. February 19, 2024
Pathology Improving generalization capability of deep learning-based nuclei instance segmentation by non-deterministic train time and deterministic test time stain normalization. January 31, 2024
Pathology Stain normalization gives greater generalizability than stain jittering in neural network training for the classification of coeliac disease in duodenal biopsy whole slide images. August 14, 2023
Pathology Improved classification of colorectal polyps on histopathological images with ensemble learning and stain normalization. March 11, 2023
Digital Pathology | Machine Learning | Pathology Stain normalization using score-based diffusion model through stain separation and overlapped moving window patch strategies. December 6, 2022
Pathology A Federated Learning System for Histopathology Image Analysis with an Orchestral Stain-Normalization GAN. November 14, 2022
Pathology Stain Normalization using Sparse AutoEncoders (StaNoSA): Application to digital pathology. March 29, 2019