Deep learning-enabled virtual histological staining of biological samples
Histological staining is the gold standard for tissue examination in clinical pathology and life-
science research, which visualizes the tissue and cellular structures using chromatic dyes or …
science research, which visualizes the tissue and cellular structures using chromatic dyes or …
Deep learning in mesoscale brain microscopy image analysis: A review
R Chen, M Liu, W Chen, Y Wang, E Meijering - Computers in Biology and …, 2023 - Elsevier
Mesoscale microscopy images of the brain contain a wealth of information which can help
us understand the working mechanisms of the brain. However, it is a challenging task to …
us understand the working mechanisms of the brain. However, it is a challenging task to …
[HTML][HTML] Label-free virtual HER2 immunohistochemical staining of breast tissue using deep learning
B DoanNgan, DM Angus, LH Sung - BME frontiers, 2022 - spj.science.org
The immunohistochemical (IHC) staining of the human epidermal growth factor receptor 2
(HER2) biomarker is widely practiced in breast tissue analysis, preclinical studies, and …
(HER2) biomarker is widely practiced in breast tissue analysis, preclinical studies, and …
Label-and slide-free tissue histology using 3D epi-mode quantitative phase imaging and virtual hematoxylin and eosin staining
Histological staining of tissue biopsies, especially hematoxylin and eosin (H&E) staining,
serves as the benchmark for disease diagnosis and comprehensive clinical assessment of …
serves as the benchmark for disease diagnosis and comprehensive clinical assessment of …
Virtual stain transfer in histology via cascaded deep neural networks
Pathological diagnosis relies on the visual inspection of histologically stained thin tissue
specimens, where different types of stains are applied to bring contrast to and highlight …
specimens, where different types of stains are applied to bring contrast to and highlight …
Deep learning-enabled realistic virtual histology with ultraviolet photoacoustic remote sensing microscopy
The goal of oncologic surgeries is complete tumor resection, yet positive margins are
frequently found postoperatively using gold standard H&E-stained histology methods …
frequently found postoperatively using gold standard H&E-stained histology methods …
DeepDOF-SE: affordable deep-learning microscopy platform for slide-free histology
Histopathology plays a critical role in the diagnosis and surgical management of cancer.
However, access to histopathology services, especially frozen section pathology during …
However, access to histopathology services, especially frozen section pathology during …
Rapid and label-free histological imaging of unprocessed surgical tissues via dark-field reflectance ultraviolet microscopy
S Ye, J Zou, C Huang, F Xiang, Z Wen, N Wang, J Yu… - iScience, 2023 - cell.com
Routine examination for intraoperative histopathologic assessment is lengthy and laborious.
Here, we present the dark-field reflectance ultraviolet microscopy (DRUM) that enables label …
Here, we present the dark-field reflectance ultraviolet microscopy (DRUM) that enables label …
[HTML][HTML] Virtual staining of defocused autofluorescence images of unlabeled tissue using deep neural networks
Deep learning-based virtual staining was developed to introduce image contrast to label-
free tissue sections, digitally matching the histological staining, which is time-consuming …
free tissue sections, digitally matching the histological staining, which is time-consuming …
Open-top Bessel beam two-photon light sheet microscopy for three-dimensional pathology
Nondestructive pathology based on three-dimensional (3D) optical microscopy holds
promise as a complement to traditional destructive hematoxylin and eosin (H&E) stained …
promise as a complement to traditional destructive hematoxylin and eosin (H&E) stained …