Deep Learning for Virtual Histological Staining of Bright-Field Microscopic Images of Unlabeled Carotid Artery Tissue.

Dan LiHui HuiYingqian ZhangWei TongFeng TianXin YangJie LiuYundai ChenJie Tian

Published in: Molecular imaging and biology (2021)

This virtual staining method significantly mitigates the typically laborious and time-consuming histological staining procedures and could be augmented with other label-free microscopic imaging modalities.

Keyphrases

deep learning
label free
flow cytometry
convolutional neural network
high resolution
artificial intelligence
machine learning
optical coherence tomography
radiation induced
fluorescence imaging