Priyanka Rana

OS2CR-Diff improves CD8 biomarker imputation in mIF images by using a self-refining diffusion model with multiple conditional inputs and a feature fusion module.

AdSI-MIMO improves stain imputation for multiplex immunofluorescence images by generating multiple biomarker outputs from varied input combinations, achieving better performance for CD8 and PD-L1 imputation.

The paper addresses imbalanced multilabel classification for protein subcellular localization using oversampling techniques to improve minority class prediction performance.

This paper proposes a method to improve classification of imbalanced blood cell images using data augmentation techniques and a minority class sampling strategy, achieving better performance on minority classes.

This paper introduces a 3D texture descriptor for nuclear classification and phenotypic state characterization using chromatin patterns in human cells.