SHIFT: speedy histological-to-immunofluorescent translation of a tumor ...
Oct 15, 2020 · In this work, we present a deep learning-based method called speedy histological-to-immunofluorescent translation (SHIFT) which takes histologic images of hematoxylin and …
Images of immunohistochemical staining of ZNF365 and P
Download scientific diagram | Images of immunohistochemical staining of ZNF365 and P-p53 (Ser15) in CRC tissues. ZNF365 protein expression was positively correlated with P-p53 …
Computational Staining of Pathology Images to Study the Tumor ...
May 15, 2020 · To facilitate the study of cellular spatial organization and interactions, we developed Histology-based Digital-Staining, a deep learning-based computation model, to …
May 7, 2019 · This tool can computationally “stain” different types of cell nuclei in H&E pathology images to facilitate pathologists in analyzing the TME. A Mask Regional-Convolutional Neural …
Computational Staining of Pathology Images to Study the Tumor ... - PubMed
May 15, 2020 · To facilitate the study of cellular spatial organization and interactions, we developed Histology-based Digital-Staining, a deep learning-based computation model, to …
Immuno-profiling and cellular spatial analysis using five immune ...
Apr 19, 2021 · These optimized mIF staining panels can be used to study the inflammatory tumor repertoire, immune checkpoints, and myeloid suppressor markers that have several …
NIR‐II image‐guided surgically resected multiple‐microtumor. (a)...
(g) H&E and immunofluorescence staining of the resected tumors, in which green means VEGF, blue means cell nucleus (DAPI), and white dotted line means normal tissue. The red dotted …
Stain normalization methods for histopathology image analysis: A ...
Feb 1, 2024 · In this context, an effective stain normalization method has proved as a powerful tool to standardize different color appearances and minimize color variations in histopathology …
Multiplex three-dimensional optical mapping of tumor …
Dec 5, 2017 · Cutting tumors into sub-millimeter macrosections enables simple and rapid immunofluorescence staining, optical clearing, and confocal microscope imaging. Registering …
Addressing persistent challenges in digital image analysis of …
Jul 21, 2023 · Here we discuss methods for feature extraction using variational autoencoders (VAEs), automated summarizing of high dimensional data with thumbnail images, and …