A fast and reliable approach to cell nuclei segmentation in pap stained cervical smears

NB Byju, VK Sujathan, P Malm, RR Kumar - CSI transactions on ICT, 2013 - Springer
Fast and reliable segmentation of cervical cell nuclei is one of the crucial steps of an
automated screening system that aims early detection of cervical cancer. In this paper, we …

Segmentation of cervical cell nuclei in high-resolution microscopic images: a new algorithm and a web-based software framework

C Bergmeir, MG Silvente, JM Benítez - Computer methods and programs in …, 2012 - Elsevier
In order to automate cervical cancer screening tests, one of the most important and
longstanding challenges is the segmentation of cell nuclei in the stained specimens. Though …

Three segmentation techniques to predict the dysplasia in cervical cells in the presence of debris

M Arya, N Mittal, G Singh - Multimedia Tools and Applications, 2020 - Springer
Cervical Cancer is one of the most pandemic causes of cancer related death in females. Pap
smear test is one of the most commonly used screening test for the cervical cancer. Existing …

A contour property based approach to segment nuclei in cervical cytology images

IT Hoque, N Ibtehaz, S Chakravarty, MS Rahman… - BMC Medical …, 2021 - Springer
Background Segmentation of nuclei in cervical cytology pap smear images is a crucial stage
in automated cervical cancer screening. The task itself is challenging due to the presence of …

Segmentation of cervical cell images using mean-shift filtering and morphological operators

C Bergmeir, MG Silvente… - Medical Imaging …, 2010 - spiedigitallibrary.org
Screening plays an important role within the fight against cervical cancer. One of the most
challenging parts in order to automate the screening process is the segmentation of nuclei in …

[PDF][PDF] NUCLEUS CELL SEGMENTATION ON PAP SMEAR IMAGE USING BRADLEY MODIFICATION ALGORITHM.

AA Halim, WA Mustafa, ASA Nasir, S Ismail… - Neural Network World, 2024 - nnw.cz
Early detection of cervical cancer can help patients obtain the best treatment through various
means. In general, computer-aided diagnosis has a high impact on the accuracy, reliability …

Multi-pass fast watershed for accurate segmentation of overlapping cervical cells

A Tareef, Y Song, H Huang, D Feng… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
The task of segmenting cell nuclei and cytoplasm in pap smear images is one of the most
challenging tasks in automated cervix cytological analysis due to specifically the presence of …

[PDF][PDF] An approach for overlapping cell segmentation in multi-layer cervical cell volumes

HA Phoulady, DB Goldgof, LO Hall… - … challenge-IEEE ISBI, 2015 - cs.adelaide.edu.au
We propose a new method for detecting and segmenting overlapping cells in Pap smear
images of multi-layer cervical cell volumes. This is a critical step in automating the analysis …

Seens: Nuclei segmentation in pap smear images with selective edge enhancement

M Zhao, H Wang, Y Han, X Wang, HN Dai… - Future Generation …, 2021 - Elsevier
Accurate nuclei segmentation, as an indispensable basis and core link for multi-cell cervical
image analysis, plays an important role in automatic pre-cancer detection. However, poor …

Multi-step level set method for segmentation of overlapping cervical cells

Z Islam, MA Haque - 2015 IEEE International Conference on …, 2015 - ieeexplore.ieee.org
Automatic segmentation of the overlapping cervical cells is one of the most challenging
problems in the medical image analysis. This paper presents a novel multi-step level set …