Multi-resolution graph-based analysis of histopathological whole slide images: Application to mitotic cell extraction and visualization

V Roullier, O Lézoray, VT Ta, A Elmoataz - Computerized Medical Imaging …, 2011 - Elsevier
In this paper, we present a graph-based multi-resolution approach for mitosis extraction in
breast cancer histological whole slide images. The proposed segmentation uses a multi …

Breast histopathology image segmentation using spatio‐colour‐texture based graph partition method

AD Belsare, MM Mushrif, MA Pangarkar… - Journal of …, 2016 - Wiley Online Library
This paper proposes a novel integrated spatio‐colour‐texture based graph partitioning
method for segmentation of nuclear arrangement in tubules with a lumen or in solid islands …

Detecting mitotic figures in breast cancer histopathology images

M Veta, PJ van Diest, JPW Pluim - Medical Imaging 2013 …, 2013 - spiedigitallibrary.org
The scoring of mitotic figures is an integrated part of the Bloom and Richardson system for
grading of invasive breast cancer. It is routinely done by pathologists by visual examination …

Graph run-length matrices for histopathological image segmentation

AB Tosun, C Gunduz-Demir - IEEE transactions on medical …, 2010 - ieeexplore.ieee.org
The histopathological examination of tissue specimens is essential for cancer diagnosis and
grading. However, this examination is subject to a considerable amount of observer …

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 …

Automatic single cell segmentation on highly multiplexed tissue images

PJ Schüffler, D Schapiro, C Giesen… - Cytometry Part …, 2015 - Wiley Online Library
The combination of mass cytometry and immunohistochemistry (IHC) enables new
histopathological imaging methods in which dozens of proteins and protein modifications …

Robust segmentation of overlapping cells in histopathology specimens using parallel seed detection and repulsive level set

X Qi, F Xing, DJ Foran, L Yang - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Automated image analysis of histopathology specimens could potentially provide support for
early detection and improved characterization of breast cancer. Automated segmentation of …

Graph-based tools for microscopic cellular image segmentation

VT Ta, O Lézoray, A Elmoataz, S Schüpp - Pattern Recognition, 2009 - Elsevier
We propose a framework of graph-based tools for the segmentation of microscopic cellular
images. This framework is based on an object oriented analysis of imaging problems in …

[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 …

Automated identification of microstructures on histology slides

S Petushi, C Katsinis, C Coward… - 2004 2nd IEEE …, 2004 - ieeexplore.ieee.org
Grading of breast cancer and the subsequent treatment options are largely dependent on
the pathological examination of the histology slides from the tumor tissue. Tumor grading is …