Work

Screening osteoporosis in elderly using a new two inertial projective forward-backward splitting algorithm

Year: 2024

Type: article

Abstract: ‎In this work‎, ‎we propose a new two inertial projective forward-backward splitting algorithm for approximating the solution of the variational inclusion problem in real Hilbert spaces‎. ‎We prove weak convergence of the sequence generated by our proposed iterative algorithm‎. ‎Moreover‎, ‎we also provide an application to predict osteoporosis in the elderly using a dataset from the Harvard Dataverse‎. ‎The comparison of algorithm performance is calculated using accuracy‎, ‎precision‎, ‎recall‎, ‎and F1-score‎. ‎Our algorithm's performance is higher than other comparable algorithms‎. ‎As a result‎, ‎our algorithm is an effective classification technique for identifying osteoporosis‎.

Source: Journal of Mathematics and Computer Science

DOI: 10.22436/jmcs.037.02.04

Authors: Ch. Mekkrua, P. Peeyada, W. Cholamjiak, W. Liawrungrueang

Institution: University of Phayao

Language: English

Topic: Optimization and Variational Analysis

Subfield: Computational Theory and Mathematics

Field: Computer Science

Domain: Physical Sciences

SDG: Good health and well-being

Open Access status: diamond

Funders: National Research Council of Thailand, University of Phayao, Thailand Science Research and Innovation