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 …

[HTML][HTML] Digital pathology image analysis: opportunities and challenges

A Madabhushi - Imaging in medicine, 2009 - ncbi.nlm.nih.gov
Over the last decade, the nature of diagnostic healthcare has changed rapidly owing to an
explosion in the availability of patient data for disease diagnosis. Traditional methods of …

[HTML][HTML] Breast histopathological image analysis using image processing techniques for diagnostic purposes: A methodological review

R Rashmi, K Prasad, CBK Udupa - Journal of Medical Systems, 2022 - Springer
Breast cancer in women is the second most common cancer worldwide. Early detection of
breast cancer can reduce the risk of human life. Non-invasive techniques such as …

[HTML][HTML] Using image analysis as a tool for assessment of prognostic and predictive biomarkers for breast cancer: How reliable is it?

MC Lloyd, P Allam-Nandyala, CN Purohit… - Journal of pathology …, 2010 - Elsevier
Abstract Background: Estrogen receptor (ER), progesterone receptor (PR) and human
epidermal growth factor receptor-2 (HER2) are important and well-established prognostic …

[HTML][HTML] Detection of breast cancer on digital histopathology images: Present status and future possibilities

MA Aswathy, M Jagannath - Informatics in Medicine Unlocked, 2017 - Elsevier
Breast cancer is a very common type of cancer in women around the world and more so in
India. It affects not only women but also men. In India, we have a very disturbing trend of …

[HTML][HTML] Artificial intelligence in digital breast pathology: techniques and applications

A Ibrahim, P Gamble, R Jaroensri, MM Abdelsamea… - The Breast, 2020 - Elsevier
Breast cancer is the most common cancer and second leading cause of cancer-related
death worldwide. The mainstay of breast cancer workup is histopathological diagnosis …

Triaging diagnostically relevant regions from pathology whole slides of breast cancer: A texture based approach

M Peikari, MJ Gangeh, J Zubovits… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Purpose: Pathologists often look at whole slide images (WSIs) at low magnification to find
potentially important regions and then zoom in to higher magnification to perform more …

[PDF][PDF] Histopathological image analysis using image processing techniques: An overview

AD Belsare, MM Mushrif - Signal & Image Processing, 2012 - researchgate.net
This paper reviews computer assisted histopathology image analysis for cancer detection
and classification. Histopathology refers to the examination of invasive or less invasive …

Automated malignancy detection in breast histopathological images

A Chekkoury, P Khurd, J Ni… - Medical Imaging …, 2012 - spiedigitallibrary.org
Detection of malignancy from histopathological images of breast cancer is a labor-intensive
and error-prone process. To streamline this process, we present an efficient Computer Aided …

[HTML][HTML] Automatic nuclei segmentation in H&E stained breast cancer histopathology images

M Veta, PJ Van Diest, R Kornegoor, A Huisman… - PloS one, 2013 - journals.plos.org
The introduction of fast digital slide scanners that provide whole slide images has led to a
revival of interest in image analysis applications in pathology. Segmentation of cells and …