[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 …

NCA‐based hybrid convolutional neural network model for classification of cervical cancer on gauss‐enhanced pap‐smear images

H Bingol - International Journal of Imaging Systems and …, 2022 - Wiley Online Library
Cervical cancer is a very serious disease that deeply affects women's lives, often resulting in
death. This type of cancer, which is very common in women, is diagnosed at an early stage …

[PDF][PDF] Cervical cancer detection method using an improved cellular neural network (CNN) algorithm

AA Abdullah, AFD Giong, NAH Zahri - Indones. J. Electr. Eng …, 2019 - researchgate.net
Cervical cancer is the second most common in Malaysia and the fourth frequent cancer
among women in worldwide. Pap smear test is often ignored although it is actually useful …

[PDF][PDF] Classification of cervical cancer cells in PAP smear screening test

S Athinarayanan, MV Srinath - ICTACT Journal on Image and …, 2016 - researchgate.net
Cervical cancer is second topmost cancers among women but also, it was a curable one.
Regular smear test can discover the sign of precancerous cell and treated the patient …

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 …

An efficient approach for detection and classification of cancer regions in cervical images using optimization based CNN classification approach

P Elayaraja, S Kumarganesh… - Journal of Intelligent …, 2022 - content.iospress.com
Cervical cancer can be cured if it is initially screened and giving timely treatment to the
patients. This paper proposes an optimization technique for exposing and segmenting the …

[PDF][PDF] Classification of clinical dataset of cervical cancer using KNN

M Sharma, SK Singh, P Agrawal… - Indian J. Sci …, 2016 - sciresol.s3.us-east-2.amazonaws …
Abstract Background/Objectives: The primary objective of this paper is to classify the clinical
dataset of cervical cancer to identify the stage of cancer which helps in proper treatment of …

[PDF][PDF] Cervical cancer classification using combined machine learning and deep learning approach

H Alquran, WA Mustafa, IA Qasmieh… - Comput. Mater …, 2022 - researchgate.net
Cervical cancer is screened by pap smear methodology for detection and classification
purposes. Pap smear images of the cervical region are employed to detect and classify the …

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 …

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 …