Enhancing cervical cancer detection and robust classification through a fusion of deep learning models

SK Mathivanan, D Francis, S Srinivasan… - Scientific Reports, 2024 - nature.com
Cervical cancer, the second most prevalent cancer affecting women, arises from abnormal
cell growth in the cervix, a crucial anatomical structure within the uterus. The significance of …

CerviLearnNet: Advancing cervical cancer diagnosis with reinforcement learning-enhanced convolutional networks

S Muksimova, S Umirzakova, S Kang, Y Im Cho - Heliyon, 2024 - cell.com
Women tend to face many problems throughout their lives; cervical cancer is one of the most
dangerous diseases that they can face, and it has many negative consequences. Regular …

UAV-Based Secure Data Communication: Multilevel Authentication Perspective

A Aljumah - Sensors, 2024 - mdpi.com
An Internet of Things (IoT) system for managing and coordinating unmanned aerial vehicles
(UAVs) has revolutionized the industrial sector. The largest issue with the design of the …

Deep Learning Approaches for Analysing Papsmear Images to Detect Cervical Cancer

S Devaraj, N Madian, M Menagadevi… - Wireless Personal …, 2024 - Springer
The main reason for leading death in female is cervical cancer. The human Papillomavirus
is responsible for all cervical cancer cases. There are several diagnostic procedures to find …

Explainable Screening and Classification of Cervical Cancer Cells with Enhanced ResNet-50 and LIME

BS Chandana, C Kommana, GS Madhav… - … for Innovation in …, 2024 - ieeexplore.ieee.org
High levels of recovery rates are proven to be possible at early detection of cancerous cells
through various tests, meticulous monitoring, and previous findings. Pap-smear tests are …

Cervical Net: An Effective Convolution Neural Network for Five-class Classification of Cervical Cells

V Anand, P Bachhal - 2024 2nd International Conference on …, 2024 - ieeexplore.ieee.org
Cervical cancer continues to be a significant worldwide health issue, hence requiring the
implementation of sophisticated diagnostic methods in order to improve the accuracy of …

MobileNetV2 Based Cervical Cancer Classification Using Pap Smear Images

TA Prome, TJ Tahiti - 2024 International Conference on Artificial …, 2024 - ieeexplore.ieee.org
With over 500,000 new cases reported globally each year, cervical cancer stands out as a
particularly serious form of cancer, predominantly affecting women. Visual inspection …

Dutse Journal of Pure and Applied Sciences Journal/Dutse Journal of Pure and Applied Sciences/Vol. 10 No. 1a (2024)/Articles Open Access

BA Omodunbi, AA Soladoye, AO Esan, NS Okomba… - ajol.info
Cervical cancer, the fourth most prevalent disease among females, is one of the major
threats to the health of women worldwide. The early detection of cervical cancer is crucial for …

[PDF][PDF] Detection of Cervical Cancer Using Deep Transfer Learning

BA Omodunbi, AA Soladoye, AO Esan, NS Okomba… - researchgate.net
Cervical cancer, the fourth most prevalent disease among females, is one of the major
threats to the health of women worldwide. The early detection of cervical cancer is crucial for …