[HTML][HTML] Shedding light on the black box of a neural network used to detect prostate cancer in whole slide images by occlusion-based explainability

M Gallo, V Krajňanský, R Nenutil, P Holub, T Brázdil - New Biotechnology, 2023 - Elsevier
Diagnostic histopathology faces increasing demands due to aging populations and
expanding healthcare programs. Semi-automated diagnostic systems employing deep …

Software BreastAnalyser for the semi-automatic analysis of breast cancer immunohistochemical images

M Rodríguez-Candela Mateos, M Azmat… - Scientific Reports, 2024 - nature.com
Breast cancer is the most diagnosed cancer worldwide and represents the fifth cause of
cancer mortality globally. It is a highly heterogeneous disease, that comprises various …

High contrast breast cancer biomarker semi-quantification and immunohistochemistry imaging using upconverting nanoparticles

S Konugolu Venkata Sekar, H Ma… - Biomedical Optics …, 2024 - opg.optica.org
Breast cancer is the second leading cause of cancer death in women. Current clinical
treatment stratification practices open up an avenue for significant improvements, potentially …

[HTML][HTML] EpidermaQuant: Unsupervised detection and quantification of epidermal differentiation markers on H-DAB-stained images of reconstructed human epidermis

D Zamojski, A Gogler, D Scieglinska, M Marczyk - Diagnostics, 2024 - mdpi.com
The integrity of the reconstructed human epidermis generated in vitro can be assessed
using histological analyses combined with immunohistochemical staining of keratinocyte …

[PDF][PDF] Breast cancer immunohistological imaging database

О БЕРЕЗЬКИЙ, О ПІЦУН, Т ДАЦКО… - Computer systems …, 2022 - csitjournal.khmnu.edu.ua
Breast cancer is the most common pathology among women. The death rate from breast
cancer among women remains high. Early diagnosis and individual therapy are effective …

A novel pre-processing approach based on colour space assessment for digestive neuroendocrine tumour grading in immunohistochemical tissue images

H Rmili, A Mouelhi, B Solaiman, R Doghri… - Polish Journal of …, 2022 - termedia.pl
Results The performance of the algorithms for nucleus segmentation is evaluated according
to both the object-level and pixel-level criteria. Our approach increases segmentation …