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 …
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 …
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
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 …
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 …
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.
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 …
cervical cancer. A cervical cancer screening by recognizing the cell shape pattern on the …
Automated classification of Pap smear images to detect cervical dysplasia
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 …
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 …
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
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 …
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 …
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
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 …
image analysis, plays an important role in automatic pre-cancer detection. However, poor …