Breast cancer histopathology image analysis: A review

M Veta, JPW Pluim, PJ Van Diest… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
This paper presents an overview of methods that have been proposed for the analysis of
breast cancer histopathology images. This research area has become particularly relevant …

Current biological, pathological and clinical landscape of HER2-low breast cancer

H Zhang, Y Peng - Cancers, 2022 - mdpi.com
Simple Summary The breakthrough in developing novel HER2-targeting antibody drug
conjugates and identifying their clinical benefits in HER2-low breast cancer will dramatically …

Quantitative comparison of immunohistochemical staining measured by digital image analysis versus pathologist visual scoring

AE Rizzardi, AT Johnson, RI Vogel, SE Pambuccian… - Diagnostic …, 2012 - Springer
Abstract Immunohistochemical (IHC) assays performed on formalin-fixed paraffin-embedded
(FFPE) tissue sections traditionally have been semi-quantified by pathologist visual scoring …

Digital image analysis outperforms manual biomarker assessment in breast cancer

G Stålhammar, N Fuentes Martinez, M Lippert… - Modern …, 2016 - nature.com
In the spectrum of breast cancers, categorization according to the four gene expression-
based subtypes 'Luminal A,''Luminal B,''HER2-enriched,'and 'Basal-like'is the method of …

Update on prognostic and predictive biomarkers of breast cancer

Y Hou, Y Peng, Z Li - Seminars in diagnostic pathology, 2022 - Elsevier
Breast cancer represents a heterogeneous group of human cancer at both histological and
molecular levels. Estrogen receptor (ER), progesterone receptor (PR) and human epidermal …

[HTML][HTML] The role of artificial intelligence in accurate interpretation of HER2 immunohistochemical scores 0 and 1+ in breast cancer

S Wu, M Yue, J Zhang, X Li, Z Li, H Zhang, X Wang… - Modern Pathology, 2023 - Elsevier
The new human epidermal growth factor receptor (HER) 2-targeting antibody-drug
conjugate offers the opportunity to treat patients with HER2-low breast cancer …

Applications of artificial intelligence in breast pathology

Y Liu, D Han, AV Parwani, Z Li - Archives of pathology & …, 2023 - meridian.allenpress.com
Context.—Increasing implementation of whole slide imaging together with digital workflow
and advances in computing capacity enable the use of artificial intelligence (AI) in …

Quantitative image analysis for tissue biomarker use: a white paper from the digital pathology association

H Lara, Z Li, E Abels, F Aeffner, MM Bui… - Applied …, 2021 - journals.lww.com
Tissue biomarkers have been of increasing utility for scientific research, diagnosing disease,
and treatment response prediction. There has been a steady shift away from qualitative …

Digital microscopy, image analysis, and virtual slide repository

F Aeffner, HA Adissu, MC Boyle, RD Cardiff… - ILAR …, 2018 - academic.oup.com
Advancements in technology and digitization have ushered in novel ways of enhancing
tissue-based research via digital microscopy and image analysis. Whole slide imaging …

Expression and prognostic impact of matrix metalloproteinase-2 (MMP-2) in astrocytomas

RK Ramachandran, MD Sørensen, C Aaberg-Jessen… - PLoS …, 2017 - journals.plos.org
Astrocytomas are the most frequent primary brain tumors in adults, and despite aggressive
treatment patients often experience recurrence. Survival decreases with increasing tumor …