Topological approach with decision making based on nano beta and its application

Read full text
Authors: S.A. Alblowi, Hala Alzumi, A.N. Al Qarni, M. El Sayed, M.A. El Safty
Cited by: 1
References: 10

Abstract

The concepts of nano beta are introduced in this article along with their relationships. We also analyze some of their properties. Based on this concept, we introduce the topological approach to decision-making and its application in the medical field, which uses topological tools like nano beta. These mathematical tools are used in medicine to improve diagnostic accuracy and aid in the development of treatment plans. In a study on the diagnosis of chronic kidney disease, the authors show that this strategy is beneficial. Based on the results, the topological application of nano beta offers a trustworthy and accurate way to make medical decisions. This paper employs the concept of attribute and basis elimination in nano beta topology to identify the principal factors contributing to chronic kidney disease. Diabetes and high blood pressure were found to be the main things that put people at risk for CKD. This risk can be prevented by taking healthy food and proper medical care. To help physicians determine whether a patient has chronic kidney disease, we developed an algorithm. Healthcare providers can use this approach to accurately diagnose illnesses, develop effective treatment strategies, and assist patients in recovering. These can also act as a starting point for the creation of sophisticated nano systems. Finally, we describe a medical method that helps people with chronic kidney disease to determine the underlying cause of their illness.

Fields of Study & Subjects

Topological and Geometric Data Analysis Artificial Intelligence in Healthcare Advanced Technologies in Various Fields

Publication details

Journal / source
Alexandria Engineering Journal
Publisher
Elsevier BV
Volume
137
Pages
218–224
Publication date
21 January 2026
Language
EN