Automatic cell nuclei segmentation and classification of cervical Pap smear images

P Wang, L Wang, Y Li, Q Song, S Lv, X Hu - Biomedical Signal Processing …, 2019 - Elsevier
Pathological examination of microscopic image of Pap smear slide remains the main
method for cervical cancer diagnosis. The accurate segmentation and classification of …

Automatic cervical cell segmentation and classification in Pap smears

T Chankong, N Theera-Umpon… - Computer methods and …, 2014 - Elsevier
Cervical cancer is one of the leading causes of cancer death in females worldwide. The
disease can be cured if the patient is diagnosed in the pre-cancerous lesion stage or earlier …

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 …

Semi-automatic segmentation and classification of pap smear cells

YF Chen, PC Huang, KC Lin, HH Lin… - IEEE Journal of …, 2013 - ieeexplore.ieee.org
Cytologic screening has been widely used for detecting the cervical cancers. In this study, a
semiautomatic PC-based cellular image analysis system was developed for segmenting …

[PDF][PDF] Bi-path Architecture of CNN Segmentation and Classification Method for Cervical Cancer Disorders Based on Pap-smear Images.

A Desiani, B Suprihatin, S Yahdin, AI Putri… - … International Journal of …, 2021 - iaeng.org
This paper is concern about segmentation on pap smear images to use for classification
cervical cancer. A cervical cancer screening by recognizing the cell shape pattern on the …

Automated classification of Pap smear images to detect cervical dysplasia

K Bora, M Chowdhury, LB Mahanta, MK Kundu… - Computer methods and …, 2017 - Elsevier
Background and objectives The present study proposes an intelligent system for automatic
categorization of Pap smear images to detect cervical dysplasia, which has been an open …

Computer aided detection of cervical cancer using pap smear images based on adaptive neuro fuzzy inference system classifier

P Sukumar, RK Gnanamurthy - Journal of Medical Imaging and …, 2016 - ingentaconnect.com
Pap smear is a screening methodology for cervix cancer detection and diagnosis. The Pap
smear images of cervical region are used to detect the abnormality of the cervical cells. In …

Combining shape, texture and intensity features for cell nuclei extraction in Pap smear images

ME Plissiti, C Nikou, A Charchanti - Pattern Recognition Letters, 2011 - Elsevier
In this work, we present an automated method for the detection and boundary determination
of cells nuclei in conventional Pap stained cervical smear images. The detection of the …

[PDF][PDF] Automated edge detection technique for Pap smear images using moving K-means clustering and modified seed based region growing algorithm

NAM Isa - Int. J. Comput. Internet Manag, 2005 - academia.edu
In previous studies, conventional seed based region growing (SBRG) has successfully been
used to detect the edges of certain regions of interest on digital images. The SBRG algorithm …

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 …