Mitosis detection for invasive breast cancer grading in histopathological images

A Paul, DP Mukherjee - IEEE transactions on image processing, 2015 - ieeexplore.ieee.org
Histopathological grading of cancer not only offers an insight to the patients' prognosis but
also helps in making individual treatment plans. Mitosis counts in histopathological slides …

[HTML][HTML] Mitosis detection in breast cancer histological images An ICPR 2012 contest

R Ludovic, R Daniel, L Nicolas, K Maria… - Journal of pathology …, 2013 - Elsevier
Introduction: In the framework of the Cognitive Microscope (MICO) project, we have set up a
contest about mitosis detection in images of H and E stained slides of breast cancer for the …

[HTML][HTML] Automated mitosis detection using texture, SIFT features and HMAX biologically inspired approach

H Irshad, S Jalali, L Roux, D Racoceanu… - Journal of pathology …, 2013 - Elsevier
Abstract Context: According to Nottingham grading system, mitosis count in breast cancer
histopathology is one of three components required for cancer grading and prognosis …

Learning-based mitotic cell detection in histopathological images

C Sommer, L Fiaschi, FA Hamprecht… - Proceedings of the …, 2012 - ieeexplore.ieee.org
Breast cancer grading of histological tissue samples by visual inspection is the standard
clinical practice for the diagnosis and prognosis of cancer development. An important …

[HTML][HTML] A gamma-gaussian mixture model for detection of mitotic cells in breast cancer histopathology images

AM Khan, H ElDaly, NM Rajpoot - Journal of pathology informatics, 2013 - Elsevier
In this paper, we propose a statistical approach for mitosis detection in breast cancer
histological images. The proposed algorithm models the pixel intensities in mitotic and non …

Computational methods for automated mitosis detection in histopathology images: A review

T Mathew, JR Kini, J Rajan - Biocybernetics and Biomedical Engineering, 2021 - Elsevier
Mitosis detection is an important step in pathology procedures in the context of cancer
diagnosis and prognosis. Prevalent process for this task is by manually observing …

Automatic detection of mitosis cell in breast cancer histopathology images using genetic algorithm

R Nateghi, H Danyali… - 2014 21th Iranian …, 2014 - ieeexplore.ieee.org
Nowadays, pathologist «grade breast cancer histopathology slides by microscopes based
on Nottingham as an international standard. The mitotic counting is one of the three scoring …

Maximized inter-class weighted mean for fast and accurate mitosis cells detection in breast cancer histopathology images

R Nateghi, H Danyali, MS Helfroush - Journal of medical systems, 2017 - Springer
Based on the Nottingham criteria, the number of mitosis cells in histopathological slides is
an important factor in diagnosis and grading of breast cancer. For manual grading of mitosis …

Assessment of algorithms for mitosis detection in breast cancer histopathology images

M Veta, PJ Van Diest, SM Willems, H Wang… - Medical image …, 2015 - Elsevier
The proliferative activity of breast tumors, which is routinely estimated by counting of mitotic
figures in hematoxylin and eosin stained histology sections, is considered to be one of the …

[HTML][HTML] Automated mitosis detection in histopathology using morphological and multi-channel statistics features

H Irshad - Journal of pathology informatics, 2013 - Elsevier
Abstract Context: According to Nottingham grading system, mitosis count plays a critical role
in cancer diagnosis and grading. Manual counting of mitosis is tedious and subject to …