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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 …
Roadmap on label‐free super‐resolution imaging
Label‐free super‐resolution (LFSR) imaging relies on light‐scattering processes in
nanoscale objects without a need for fluorescent (FL) staining required in super‐resolved FL …
nanoscale objects without a need for fluorescent (FL) staining required in super‐resolved FL …
Noninvasive virtual biopsy using micro-registered optical coherence tomography (OCT) in human subjects
Histological hematoxylin and eosin–stained (H&E) tissue sections are used as the gold
standard for pathologic detection of cancer, tumor margin detection, and disease diagnosis …
standard for pathologic detection of cancer, tumor margin detection, and disease diagnosis …
Accelerating histopathology workflows with generative AI-based virtually multiplexed tumour profiling
Understanding the spatial heterogeneity of tumours and its links to disease initiation and
progression is a cornerstone of cancer biology. Presently, histopathology workflows heavily …
progression is a cornerstone of cancer biology. Presently, histopathology workflows heavily …
Quantitative phase imaging through an ultra-thin lensless fiber endoscope
Quantitative phase imaging (QPI) is a label-free technique providing both morphology and
quantitative biophysical information in biomedicine. However, applying such a powerful …
quantitative biophysical information in biomedicine. However, applying such a powerful …
Skin cancer pathobiology at a glance: a focus on imaging techniques and their potential for improved diagnosis and surveillance in clinical cohorts
Early diagnosis is essential for completely eradicating skin cancer and maximizing patients'
clinical benefits. Emerging optical imaging modalities such as reflectance confocal …
clinical benefits. Emerging optical imaging modalities such as reflectance confocal …
Virtual histological staining of unlabeled autopsy tissue
Traditional histochemical staining of post-mortem samples often confronts inferior staining
quality due to autolysis caused by delayed fixation of cadaver tissue, and such chemical …
quality due to autolysis caused by delayed fixation of cadaver tissue, and such chemical …
[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 …
At the intersection of optics and deep learning: statistical inference, computing, and inverse design
Deep learning has been revolutionizing information processing in many fields of science
and engineering owing to the massively growing amounts of data and the advances in deep …
and engineering owing to the massively growing amounts of data and the advances in deep …