Impash: A novel domain-shift resistant representation for colorectal cancer tissue classification
The appearance of histopathology images depends on tissue type, staining and digitization
procedure. These vary from source to source and are the potential causes for domain-shift …
procedure. These vary from source to source and are the potential causes for domain-shift …
[HTML][HTML] Stain deconvolution using statistical analysis of multi-resolution stain colour representation
N Alsubaie, N Trahearn, SEA Raza, D Snead… - PloS one, 2017 - journals.plos.org
Stain colour estimation is a prominent factor of the analysis pipeline in most of histology
image processing algorithms. Providing a reliable and efficient stain colour deconvolution …
image processing algorithms. Providing a reliable and efficient stain colour deconvolution …
Stain deconvolution of histology images via independent component analysis in the wavelet domain
N Alsubaie, SEA Raza… - 2016 IEEE 13th …, 2016 - ieeexplore.ieee.org
With the ubiquity of digital slide scanners, histology image analysis is rapidly emerging as
an active area of research. Several histology image analysis algorithms such as those for …
an active area of research. Several histology image analysis algorithms such as those for …
[PDF][PDF] Computer vision and machine learning algorithms for dermatopathological image analysis
P Kªeczek - 2020 - stopnienaukowe.archiwum.agh.edu …
Methods of computer vision and machine learning allow not only for automation of different
tasks in various fields, but also for obtaining unbiased and reproducible results. One of such …
tasks in various fields, but also for obtaining unbiased and reproducible results. One of such …
[PDF][PDF] AUTOMATED CHARACTERIZATION OF TUMOR-INFILTRATING LYMPHOCYTES (TIL) IN HISTOLOGICAL BREAST IMAGES
NC Claver - e-archivo.uc3m.es
Cancer illness has a big influence on society. Its extended proliferation and high
aggressiveness make it a difficult problem to solve and therefore a big deal for science …
aggressiveness make it a difficult problem to solve and therefore a big deal for science …