Pinaki Sarder

Generative modeling of histology tissue reduces human annotation effort for segmentation model development

2021 · bioRxiv (Cold Spring Harbor Laboratory)

ABSTRACT Segmentation of histology tissue whole side images is an important step for tissue analysis. Given enough annotated training data modern neural networks are capable accurate reproducible segmentation, however, the annotation of training datasets is …