Pre-Diagnosis of Osteoartritis Before DEXA with the Help of Artificial Neural Networks

Fadıma Gülsever Aksoy; Volkan Akdoğan; Murat Korkmaz

Pre-Diagnosis of Osteoartritis Before DEXA with the Help of Artificial Neural Networks

Abstract

Osteoarthritis (OA) is a degenerative joint disease that increases in frequency with age and can significantly impair an individual's quality of life by causing pain and disability [1]. OA is the most common type of arthritis. In this study, due to the unnecessary exposure to radiation disadvantage of X-ray absorptiometry (DEXA) test used in the diagnosis of osteoarthritis, it was aimed to create an alternative and artificial intelligence-based decision support system with high accuracy. The system will be used as a pre-diagnosis method and decision support system. For this application, probabilistic artificial neural network designed with the help of a data set consisting of certain parameters taken from 200 patients. With its success rate, it has been observed that artificial neural networks can be used as a decision support system in the diagnosis of osteoarthritis. Thanks to this study, the possibility of applying the DEXA test to all patients who will come to the orthopedic and traumatology department with the suspicion of this disease will be minimized [2]

Keywords

References

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Details

Primary Language

English

Subjects

Clinical Sciences, Engineering

Journal Section

Short Report

Authors

Fadıma Gülsever Aksoy This is me
Türkiye

Volkan Akdoğan ^* This is me
Türkiye

Murat Korkmaz This is me
Türkiye

Publication Date

April 30, 2021

Submission Date

April 1, 2021

Acceptance Date

April 15, 2021

Published in Issue

Year 2021 Volume: 1 Number: 1

IZ

https://izlik.org/JA73UL86YN

Cite

RIS / Bibtex

APA

Aksoy, F. G., Akdoğan, V., & Korkmaz, M. (2021). Pre-Diagnosis of Osteoartritis Before DEXA with the Help of Artificial Neural Networks. Artificial Intelligence Theory and Applications, 1(1), 76-82. https://izlik.org/JA73UL86YN

AMA

1.Aksoy FG, Akdoğan V, Korkmaz M. Pre-Diagnosis of Osteoartritis Before DEXA with the Help of Artificial Neural Networks. AITA. 2021;1(1):76-82. https://izlik.org/JA73UL86YN

Chicago

Aksoy, Fadıma Gülsever, Volkan Akdoğan, and Murat Korkmaz. 2021. “Pre-Diagnosis of Osteoartritis Before DEXA With the Help of Artificial Neural Networks”. Artificial Intelligence Theory and Applications 1 (1): 76-82. https://izlik.org/JA73UL86YN.

EndNote

Aksoy FG, Akdoğan V, Korkmaz M (April 1, 2021) Pre-Diagnosis of Osteoartritis Before DEXA with the Help of Artificial Neural Networks. Artificial Intelligence Theory and Applications 1 1 76–82.

IEEE

[1]F. G. Aksoy, V. Akdoğan, and M. Korkmaz, “Pre-Diagnosis of Osteoartritis Before DEXA with the Help of Artificial Neural Networks”, AITA, vol. 1, no. 1, pp. 76–82, Apr. 2021, [Online]. Available: https://izlik.org/JA73UL86YN

ISNAD

Aksoy, Fadıma Gülsever - Akdoğan, Volkan - Korkmaz, Murat. “Pre-Diagnosis of Osteoartritis Before DEXA With the Help of Artificial Neural Networks”. Artificial Intelligence Theory and Applications 1/1 (April 1, 2021): 76-82. https://izlik.org/JA73UL86YN.

JAMA

1.Aksoy FG, Akdoğan V, Korkmaz M. Pre-Diagnosis of Osteoartritis Before DEXA with the Help of Artificial Neural Networks. AITA. 2021;1:76–82.

MLA

Aksoy, Fadıma Gülsever, et al. “Pre-Diagnosis of Osteoartritis Before DEXA With the Help of Artificial Neural Networks”. Artificial Intelligence Theory and Applications, vol. 1, no. 1, Apr. 2021, pp. 76-82, https://izlik.org/JA73UL86YN.

Vancouver

1.Fadıma Gülsever Aksoy, Volkan Akdoğan, Murat Korkmaz. Pre-Diagnosis of Osteoartritis Before DEXA with the Help of Artificial Neural Networks. AITA [Internet]. 2021 Apr. 1;1(1):76-82. Available from: https://izlik.org/JA73UL86YN