Unnes Journal of Mathematics
Vol. 14 No. 1 (2025): Unnes Journal of Mathematics Volume 1, 2025

Breast Cancer Prediction Using Artificial Neural Network

Birru Asia Rayani (Unknown)
Faiza Al Laily Nasron (Unknown)
Neli Septiana Putri (Unknown)
Novita Sari Parapat (Unknown)
Virgania Sari (Unknown)



Article Info

Publish Date
14 Jun 2025

Abstract

Cancer is one of the medical conditions that causes many deaths in different parts of the world. Based on information obtained from GLOBOCAN, the International Agency for Research on Cancer (IARC) in 2022, there were at least 19.976.499 individuals diagnosed with cancer, and the disease caused death in 9.743.832 people. The detection of breast cancer malignancy relies on the prognosis process, requiring forecasting and automated detection to mitigate diagnostic errors. This facilitates swift and comprehensive analysis of medical data. The study employs the Neural Network, specifically the Artificial Neural Network model, implemented using python and the backpropagation algorithm. Utilizing data from the WDBC Database at the University of Wisconsin, the research achieves a 96,49% accuracy in breast cancer prediction, with an area under curve (AUC) value of 0,992, demonstrating the model's overall efficacy in accurate predictions.

Copyrights © 2025






Journal Info

Abbrev

ujm

Publisher

Subject

Education Mathematics

Description

Unnes Journal of Mathematics is published by Universitas Negeri Semarang. This Journal receives and publishes research articles and development in mathematics theories and their ...