Unsupervised segmentation of cervical cell images using Gaussian mixture model
S Ragothaman, S Narasimhan… - Proceedings of the …, 2016 - cv-foundation.org
Cervical cancer is one of the leading causes of cancer death in women. Screening at early
stages using the popular Pap smear test has been demonstrated to reduce fatalities …
stages using the popular Pap smear test has been demonstrated to reduce fatalities …
Ensemble framework for unsupervised cervical cell segmentation
A Sen, S Mitra, S Chakraborty, D Mondal… - 2022 IEEE 35th …, 2022 - ieeexplore.ieee.org
In medical image segmentation, preparing ground truths (or masks) is not trivial as it
requires expert clinicians to manually label regions-of-interest. Cervical cytology image …
requires expert clinicians to manually label regions-of-interest. Cervical cytology image …
Mean-shift based segmentation of cell nuclei in cervical PAP-smear images
Segmentation of cell nuclei in PAP-smear cervical images is of preeminent importance in
computer-aided-diagnostic screening technique for cervical cancer. This paper proposes a …
computer-aided-diagnostic screening technique for cervical cancer. This paper proposes a …
Multiple feature extraction from cervical cytology images by Gaussian mixture model
GK Lakshmi, K Krishnaveni - 2014 World Congress on …, 2014 - ieeexplore.ieee.org
In this paper, methods for automated extraction of multiple features of cytoplasm and nuclei
from cervical cytology images are described. Edges of the image are enhanced by Edge …
from cervical cytology images are described. Edges of the image are enhanced by Edge …
Segmentation of cervical cell images
A Kale, S Aksoy - 2010 20th international conference on pattern …, 2010 - ieeexplore.ieee.org
The key step of a computer-assisted screening system that aims early diagnosis of cervical
cancer is the accurate segmentation of cells. In this paper, we propose a two-phase …
cancer is the accurate segmentation of cells. In this paper, we propose a two-phase …
Segmentation of overlapping cervical cells in microscopic images with superpixel partitioning and cell-wise contour refinement
Segmentation of cervical cells in microscopic images is an important task for computer-aided
diagnosis of cervical cancer. However, their segmentation is challenging due to …
diagnosis of cervical cancer. However, their segmentation is challenging due to …
Segmenting overlapping cervical cell in pap smear images
Accurate segmentation of cervical cells in Pap smear images is an important task for
automatic identification of pre-cancerous changes in the uterine cervix. One of the major …
automatic identification of pre-cancerous changes in the uterine cervix. One of the major …
PAP smear image analysis for cervical cancer detection
S Kaaviya, V Saranyadevi… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
Cervical cancer is the second most common gynecologic cancer worldwide. Unlike the other
cancers it does not show any symptoms in its earlier stage which causes mortality among …
cancers it does not show any symptoms in its earlier stage which causes mortality among …
Nucleus region segmentation towards cervical cancer screening using AGMC-TU Pap-smear dataset
Considering global health impact, cervical cancer stands in the second position after breast
cancer. Detection of any abnormality at an early stage can lead to complete cure of the …
cancer. Detection of any abnormality at an early stage can lead to complete cure of the …
An unsupervised approach for overlapping cervical cell cytoplasm segmentation
The poor contrast and the overlapping of cervical cell cytoplasm are the major issues in the
accurate segmentation of cervical cell cytoplasm. This paper presents an automated …
accurate segmentation of cervical cell cytoplasm. This paper presents an automated …