[HTML][HTML] A model for predicting cervical cancer using machine learning algorithms

N Al Mudawi, A Alazeb - Sensors, 2022 - mdpi.com
A growing number of individuals and organizations are turning to machine learning (ML)
and deep learning (DL) to analyze massive amounts of data and produce actionable …

[PDF][PDF] Improving classifiaction performance of fetal umbilical cord using combination of SMOTE method and multiclassifier voting in imbalanced data and small dataset …

GA Pradipta, R Wardoyo, A Musdholifah… - International Journal of …, 2020 - inass.org
The umbilical cord is one of the important organs on the growth and development of the
fetus in the womb. Umbilical cords are associated with an adverse perinatal outcome such …

Development of predictive models for cervical cancer based on gene expression profiling data

AA Abdullah, NKA Sabri, W Khairunizam… - IOP Conference …, 2019 - iopscience.iop.org
Cervical cancer and the prediction of clinical outcome are among the most important
emerging applications of gene expression microarray technology with feature sequencing of …

Comparative analysis of machine learning techniques in classification cervical cancer using isolation forest with adasyn

F Iffath, SJ Maisha, M Rashida - … of the International Conference on Big …, 2022 - Springer
Cervical cancer is a form of cancer that forms in the cervix area. Majority of this form of
cancer are related to human papillomavirus infection. Cervical cancer is linked with a …

Integrating HSICBFO and FWSMOTE algorithm-prediction through risk factors in cervical cancer

S Geeitha, M Thangamani - Journal of Ambient Intelligence and …, 2021 - Springer
The prominent objective of cervical carcinoma (CC) prediction lies in the optimal feature
selection and balanced data. The problem of majority and minority class samples are solved …

An Advance Implementation of Machine Learning Techniques for the Prediction of Cervical Cancer

V Roy, L Roy, R Ahluwalia, G Khambra… - … Conference on ICT …, 2023 - ieeexplore.ieee.org
Cancer has now become a widespread issue, and it might be difficult to diagnose it. The
analysis and diagnosis of disease in a patient through a monitoring system has advanced …

An Advancement in a Prediction Model for Cervical Cancer Using the Cart Algorithm

V Singh, S Chaudhuri, K Asha - … on ICT in Business Industry & …, 2023 - ieeexplore.ieee.org
Everyone, but especially women, should get regular health checks if they want to live long
and happy lives. Even today, despite the fact that women have access to a lot of medical …

Ensemble Learning for Multi-Class Classification in Cervical Cancer Risk Factor Analysis: An Empirical Computational Approach

S Chaudhuri, K Suneetha… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
One cancer that affects women of all ages frequently and is also particularly fatal is cervical
cancer. It is fatal because it cannot be anticipated in the early stages when the patient could …

[PDF][PDF] ANALYSIS AND REVIEW ON FEATURE SELECTION AND CLASSIFICATION METHODS ON CERVICAL CANCER.

A Kuruvilla, B Jayanthi - ICTACT Journal on Soft Computing, 2022 - ictactjournals.in
Cervical cancer is one of the most widely recognized gynecologic malignancies on the world
and it is demanding since this malignant growth happens with no signs. As per World Health …

Comparison and Analysis of Multiclassifiers on Cervical Cancer Risk Factors

S Jain, G Jain, K Kanwar, K Tiwari, R Rani… - … in Technology and …, 2024 - taylorfrancis.com
In the real world, malignancy of the cervix is the most widespread malignancy behind breast
cancer. The majority of cases are associated with the risk of human papillomavirus infection …