G. V. S. Sudhamsh

Semi-supervised tissue segmentation from histopathological images with consistency regularization and uncertainty estimation

2025 · Scientific Reports

Pathologists have depended on their visual experience to assess tissue structures in smear images, which was time-consuming, error-prone, and inconsistent. Deep learning, particularly Convolutional Neural Networks (CNNs), offers the ability to automate this procedure by …