Review of spectral imaging technology in biomedical engineering: achievements and challenges
Spectral imaging is a technology that integrates conventional imaging and spectroscopy to
get both spatial and spectral information from an object. Although this technology was …
get both spatial and spectral information from an object. Although this technology was …
Hyperspectral and multispectral imaging in digital and computational pathology: a systematic review
Hyperspectral imaging (HSI) and multispectral imaging (MSI) technologies have the
potential to transform the fields of digital and computational pathology. Traditional digitized …
potential to transform the fields of digital and computational pathology. Traditional digitized …
GCTI-SN: Geometry-inspired chemical and tissue invariant stain normalization of microscopic medical images
Stain normalization of microscopic images is the first pre-processing step in any computer-
assisted automated diagnostic tool. This paper proposes Geometry-inspired Chemical …
assisted automated diagnostic tool. This paper proposes Geometry-inspired Chemical …
Current developments of artificial intelligence in digital pathology and its future clinical applications in gastrointestinal cancers
Simple Summary The rapid development of technology has enabled numerous applications
of artificial intelligence (AI), especially in medical science. Histopathological assessment of …
of artificial intelligence (AI), especially in medical science. Histopathological assessment of …
A complete color normalization approach to histopathology images using color cues computed from saturation-weighted statistics
Goal: In digital histopathology, tasks of segmentation and disease diagnosis are achieved
by quantitative analysis of image content. However, color variation in image samples makes …
by quantitative analysis of image content. However, color variation in image samples makes …
[HTML][HTML] Color standardization in whole slide imaging using a color calibration slide
PA Bautista, N Hashimoto, Y Yagi - Journal of pathology informatics, 2014 - Elsevier
Background: Color consistency in histology images is still an issue in digital pathology.
Different imaging systems reproduced the colors of a histological slide differently. Materials …
Different imaging systems reproduced the colors of a histological slide differently. Materials …
[PDF][PDF] Beyond red–green–blue (RGB): spectrum-based color imaging technology
This article presents a comprehensive study on the spectrum-based color reproduction
system, called Natural Vision (NV), which aims to break through the limitation of red–green …
system, called Natural Vision (NV), which aims to break through the limitation of red–green …
Detection of pancreatic tumor cell nuclei via a hyperspectral analysis of pathological slides based on stain spectra
Hyperspectral imaging (HSI) provides more detailed information than red-green-blue (RGB)
imaging, and therefore has potential applications in computer-aided pathological diagnosis …
imaging, and therefore has potential applications in computer-aided pathological diagnosis …
Human hepatocellular carcinoma classification from H&E stained histopathology images with 3D convolutional neural networks and focal loss function
This paper proposes a new Hepatocellular Carcinoma (HCC) classification method utilizing
a hyperspectral imaging system (HSI) integrated with a light microscope. Using our custom …
a hyperspectral imaging system (HSI) integrated with a light microscope. Using our custom …
Digital imaging in pathology–current applications and challenges
E Brachtel, Y Yagi - Journal of biophotonics, 2012 - Wiley Online Library
Conventional histopathology is rapidly shifting towards digital integration. Will microscopes
(and pathologists) soon be obsolete? Or are we dealing with just another image modality …
(and pathologists) soon be obsolete? Or are we dealing with just another image modality …