The utilization of padding scheme on convolutional neural network for cervical cell images classification

T Haryanto, IS Sitanggang… - 2020 International …, 2020 - ieeexplore.ieee.org
Cervical cancer identification through pap-smear images analysis is a challenge for
medicians, especially in distinguishing cells, between the normal and abnormal one. This …

Classification of cervical cancer using Deep Learning Algorithm

A Tripathi, A Arora, A Bhan - 2021 5th International Conference …, 2021 - ieeexplore.ieee.org
Cervical cancer is one of the most prevalent diseases in women ranking fourth in worldwide,
mostly occurring in less-developed countries. This is perceived when certain vagaries occur …

Comparison of deep learning and traditional machine learning techniques for classification of pap smear images

A Yilmaz, AA Demircali, S Kocaman, H Uvet - arXiv preprint arXiv …, 2020 - arxiv.org
A comprehensive study on machine and deep learning techniques for classification of
normal and abnormal cervical cells by using pap smear images from Herlev dataset results …

A stack autoencoders based deep neural network approach for cervical cell classification in pap-smear images

SK Singh, A Goyal - Recent Advances in Computer Science …, 2021 - ingentaconnect.com
Background: Early detection of cervical cancer may give life to women all over the world.
Pap-smear test and Human papillomavirus test are techniques used for the detection and …

Optimizing alexnet using swarm intelligence for cervical cancer classification

H Akbar, N Anwar, S Rohajawati… - … on Electronics and …, 2021 - ieeexplore.ieee.org
In this study, we optimized a convolutional neural network model ie AlexNet to classify
images of cervical cancer cells. Although having canonical CNN architecture, AlexNet is …

Classification of cervical cancer detection using machine learning algorithms

A Arora, A Tripathi, A Bhan - 2021 6th International conference …, 2021 - ieeexplore.ieee.org
Cervical cancer is one of the diseases which are most prevalent in females. This is seen
when some changes occur in a woman's cervix. To further complicate the issue these cancer …

Cervical cancer detection and classification from pap smear images

KP Win, Y Kitjaidure, MP Paing… - Proceedings of the 2019 …, 2019 - dl.acm.org
In this paper, we propose a framework for detection and classification of cervical cancer from
pap smear images. Early detection and accurate diagnosis of cervical cancer can reduce 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 …

Classification of cervical type image using capsule networks

B Wimpy, S Suyanto - 2019 International Seminar on Research …, 2019 - ieeexplore.ieee.org
Cancer is one of the most lethal disease in the world. Therefore, early treatment of
cancerous patient is proofed effective to decrease the lethal rate of this disease. For …

[PDF][PDF] Cervix cancer classification using colposcopy images by deep learning method

AM Vasudha, M Juneja - Int J Eng Technol Sci Res, 2018 - academia.edu
Cervix cancer is one of the trivial form of cancer in women at present. In the world, it is one of
the major reasons for womens' death. Due to cervix cancer, most of the deaths are …