[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 …

Nucleus segmentation in pap smear images using image processing techniques

M Alslatie, H Alquran, WA Mustafa, MM Naser… - AIP Conference …, 2024 - pubs.aip.org
Cervical cancer is caused by the growth of abnormal cells in the cervix's lining. Human
papillomavirus (HPV), a sexually transmitted infection, plays a role in most cervical cancers …

Automated Cell Nuclei Segmentation on Cervical Smear Images Using Structure Analysis

WA Mustafa, LZ Wei, KSA Rahman - Journal of Biomimetics …, 2021 - Trans Tech Publ
Cervical cancer is a common cancer that affects women around the world, and it is also the
most common cancer in the developing countries. The cancer burden has increased due to …

Automatic segmentation of nuclei from pap smear cell images: A step toward cervical cancer screening

D Somasundaram, S Gnanasaravanan… - … Journal of Imaging …, 2020 - Wiley Online Library
Cervical cancer is identified as the fourth most recurrent cancer among women across the
globe. The cancer is treatable, if identified at the early stage. Pap smear test is the most …

Nucleus detection using bradley algorithm modification on pap smear cell image

WA Mustafa, Z Arifin, KNFK Azir, N Yaakob… - AIP Conference …, 2024 - pubs.aip.org
According to a 2010 study, cervical cancer affects women all over the world and is the fourth
most common disease among women after lung, colorectal, and breast cancer. Numerous …

[PDF][PDF] Shape feature based automatic abnormality detection of cervico-vaginal pap smears

MK Bhowmik, N Nath, A Datta… - Journal of Image and …, 2017 - mkbhowmik.in
Early detection of cervical cancer involves visual screening for changes in cellular
morphology through microscopic analysis of Pap smears. Cytological interpretation by …

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 …

Unsupervised segmentation of cervical cell nuclei via adaptive clustering

S Gautam, K Gupta, A Bhavsar, AK Sao - … 2017, Edinburgh, UK, July 11–13 …, 2017 - Springer
Owing to the uncertainties of manual screening, automated diagnostic tools can aid in
improving the reliability of cervical cancer diagnosis. Due to pre-cancerous changes, cell …

[PDF][PDF] Pap smear images segmentation for automatic detection of cervical cancer

AH Mbaga, P ZhiJun - cell, 2015 - academia.edu
This work focuses on segmentation of Pap smear cervical cell image for automatic screening
and detection of cervical cancer at early stage. This paper proposed linear contrast …

Unsupervised segmentation and classification of cervical cell images

A Gençtav, S Aksoy, S Önder - Pattern recognition, 2012 - Elsevier
The Pap smear test is a manual screening procedure that is used to detect precancerous
changes in cervical cells based on color and shape properties of their nuclei and …