A Decision Support System for Rheumatoid Arthritis (RA) Treatment Selection and Factor Prioritization by Using Spherical Fuzzy Sets

Rana Ezgi Köse; Neriman Rençber; Tuğçe Beldek; Aziz Kemal Konyalıoğlu

doi:10.1007/978-3-031-09173-5_83

A Decision Support System for Rheumatoid Arthritis (RA) Treatment Selection and Factor Prioritization by Using Spherical Fuzzy Sets

Rana Ezgi Köse, Neriman Rençber, Tuğçe Beldek, Aziz Kemal Konyalıoğlu^*

^*Corresponding author for this work

Department of Management Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

Rheumatoid Arthritis, also abbreviated as RA, is an inflammatory and autoimmune disease that can be seen both in females and males. It is known that rheumatoid arthritis, which is an autoimmune disorder, is widely seen in joints and occurs when your immune system mistakenly attacks the body's tissues and organs including lungs, kidneys, eyes and skin. As there exist many factors causing Rheumatoid Arthritis, it is not certain which factor is the most effecting factor and it is generally difficult to organize a treatment process. Also, because of many factors causing RA and many treatment methods, it is not easy to select the best treatment alternative based on the effecting factors such as obesity, family history, age and sex. In this paper, it is aimed to prioritize the factors causing Rheumatoid Arthritis by using Spherical Fuzzy AHP and to select the best treatment alternative based on Spherical Fuzzy Sets. Furthermore, this study will provide a general and an analytical view to medical doctors for how to plan a treatment process for the patients having RA.

Original language	English
Title of host publication	Intelligent and Fuzzy Systems - Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference
Editors	Cengiz Kahraman, Sezi Cevik Onar, Basar Oztaysi, Irem Ucal Sari, A. Cagri Tolga, Selcuk Cebi
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	723-732
Number of pages	10
ISBN (Print)	9783031091728
DOIs	https://doi.org/10.1007/978-3-031-09173-5_83
Publication status	Published - 2022
Event	International Conference on Intelligent and Fuzzy Systems, INFUS 2022 - Izmir, Turkey Duration: 19 Jul 2022 → 21 Jul 2022

Publication series

Name	Lecture Notes in Networks and Systems
Volume	504 LNNS
ISSN (Print)	2367-3370
ISSN (Electronic)	2367-3389

Conference

Conference	International Conference on Intelligent and Fuzzy Systems, INFUS 2022
Country/Territory	Turkey
City	Izmir
Period	19/07/22 → 21/07/22

Bibliographical note

Publisher Copyright:
© 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.

Keywords

AHP
Healthcare applications of fuzzy sets
Rheumatoid Arthritis
Spherical sets

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1007/978-3-031-09173-5_83

Cite this

Köse, R. E., Rençber, N., Beldek, T., & Konyalıoğlu, A. K. (2022). A Decision Support System for Rheumatoid Arthritis (RA) Treatment Selection and Factor Prioritization by Using Spherical Fuzzy Sets. In C. Kahraman, S. Cevik Onar, B. Oztaysi, I. U. Sari, A. C. Tolga, & S. Cebi (Eds.), Intelligent and Fuzzy Systems - Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference (pp. 723-732). (Lecture Notes in Networks and Systems; Vol. 504 LNNS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-09173-5_83

Köse, Rana Ezgi ; Rençber, Neriman ; Beldek, Tuğçe et al. / A Decision Support System for Rheumatoid Arthritis (RA) Treatment Selection and Factor Prioritization by Using Spherical Fuzzy Sets. Intelligent and Fuzzy Systems - Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference. editor / Cengiz Kahraman ; Sezi Cevik Onar ; Basar Oztaysi ; Irem Ucal Sari ; A. Cagri Tolga ; Selcuk Cebi. Springer Science and Business Media Deutschland GmbH, 2022. pp. 723-732 (Lecture Notes in Networks and Systems).

@inproceedings{31116118cd8d4a4f95cd5fdf49c58a50,

title = "A Decision Support System for Rheumatoid Arthritis (RA) Treatment Selection and Factor Prioritization by Using Spherical Fuzzy Sets",

abstract = "Rheumatoid Arthritis, also abbreviated as RA, is an inflammatory and autoimmune disease that can be seen both in females and males. It is known that rheumatoid arthritis, which is an autoimmune disorder, is widely seen in joints and occurs when your immune system mistakenly attacks the body's tissues and organs including lungs, kidneys, eyes and skin. As there exist many factors causing Rheumatoid Arthritis, it is not certain which factor is the most effecting factor and it is generally difficult to organize a treatment process. Also, because of many factors causing RA and many treatment methods, it is not easy to select the best treatment alternative based on the effecting factors such as obesity, family history, age and sex. In this paper, it is aimed to prioritize the factors causing Rheumatoid Arthritis by using Spherical Fuzzy AHP and to select the best treatment alternative based on Spherical Fuzzy Sets. Furthermore, this study will provide a general and an analytical view to medical doctors for how to plan a treatment process for the patients having RA.",

keywords = "AHP, Healthcare applications of fuzzy sets, Rheumatoid Arthritis, Spherical sets",

author = "K{\"o}se, {Rana Ezgi} and Neriman Ren{\c c}ber and Tuğ{\c c}e Beldek and Konyalıoğlu, {Aziz Kemal}",

note = "Publisher Copyright: {\textcopyright} 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.; International Conference on Intelligent and Fuzzy Systems, INFUS 2022 ; Conference date: 19-07-2022 Through 21-07-2022",

year = "2022",

doi = "10.1007/978-3-031-09173-5_83",

language = "English",

isbn = "9783031091728",

series = "Lecture Notes in Networks and Systems",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "723--732",

editor = "Cengiz Kahraman and {Cevik Onar}, Sezi and Basar Oztaysi and Sari, {Irem Ucal} and Tolga, {A. Cagri} and Selcuk Cebi",

booktitle = "Intelligent and Fuzzy Systems - Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference",

address = "Germany",

}

Köse, RE, Rençber, N, Beldek, T & Konyalıoğlu, AK 2022, A Decision Support System for Rheumatoid Arthritis (RA) Treatment Selection and Factor Prioritization by Using Spherical Fuzzy Sets. in C Kahraman, S Cevik Onar, B Oztaysi, IU Sari, AC Tolga & S Cebi (eds), Intelligent and Fuzzy Systems - Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference. Lecture Notes in Networks and Systems, vol. 504 LNNS, Springer Science and Business Media Deutschland GmbH, pp. 723-732, International Conference on Intelligent and Fuzzy Systems, INFUS 2022, Izmir, Turkey, 19/07/22. https://doi.org/10.1007/978-3-031-09173-5_83

A Decision Support System for Rheumatoid Arthritis (RA) Treatment Selection and Factor Prioritization by Using Spherical Fuzzy Sets. / Köse, Rana Ezgi; Rençber, Neriman; Beldek, Tuğçe et al.
Intelligent and Fuzzy Systems - Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference. ed. / Cengiz Kahraman; Sezi Cevik Onar; Basar Oztaysi; Irem Ucal Sari; A. Cagri Tolga; Selcuk Cebi. Springer Science and Business Media Deutschland GmbH, 2022. p. 723-732 (Lecture Notes in Networks and Systems; Vol. 504 LNNS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - A Decision Support System for Rheumatoid Arthritis (RA) Treatment Selection and Factor Prioritization by Using Spherical Fuzzy Sets

AU - Köse, Rana Ezgi

AU - Rençber, Neriman

AU - Beldek, Tuğçe

AU - Konyalıoğlu, Aziz Kemal

PY - 2022

Y1 - 2022

N2 - Rheumatoid Arthritis, also abbreviated as RA, is an inflammatory and autoimmune disease that can be seen both in females and males. It is known that rheumatoid arthritis, which is an autoimmune disorder, is widely seen in joints and occurs when your immune system mistakenly attacks the body's tissues and organs including lungs, kidneys, eyes and skin. As there exist many factors causing Rheumatoid Arthritis, it is not certain which factor is the most effecting factor and it is generally difficult to organize a treatment process. Also, because of many factors causing RA and many treatment methods, it is not easy to select the best treatment alternative based on the effecting factors such as obesity, family history, age and sex. In this paper, it is aimed to prioritize the factors causing Rheumatoid Arthritis by using Spherical Fuzzy AHP and to select the best treatment alternative based on Spherical Fuzzy Sets. Furthermore, this study will provide a general and an analytical view to medical doctors for how to plan a treatment process for the patients having RA.

AB - Rheumatoid Arthritis, also abbreviated as RA, is an inflammatory and autoimmune disease that can be seen both in females and males. It is known that rheumatoid arthritis, which is an autoimmune disorder, is widely seen in joints and occurs when your immune system mistakenly attacks the body's tissues and organs including lungs, kidneys, eyes and skin. As there exist many factors causing Rheumatoid Arthritis, it is not certain which factor is the most effecting factor and it is generally difficult to organize a treatment process. Also, because of many factors causing RA and many treatment methods, it is not easy to select the best treatment alternative based on the effecting factors such as obesity, family history, age and sex. In this paper, it is aimed to prioritize the factors causing Rheumatoid Arthritis by using Spherical Fuzzy AHP and to select the best treatment alternative based on Spherical Fuzzy Sets. Furthermore, this study will provide a general and an analytical view to medical doctors for how to plan a treatment process for the patients having RA.

KW - AHP

KW - Healthcare applications of fuzzy sets

KW - Rheumatoid Arthritis

KW - Spherical sets

UR - http://www.scopus.com/inward/record.url?scp=85135075537&partnerID=8YFLogxK

U2 - 10.1007/978-3-031-09173-5_83

DO - 10.1007/978-3-031-09173-5_83

M3 - Conference contribution

AN - SCOPUS:85135075537

SN - 9783031091728

T3 - Lecture Notes in Networks and Systems

SP - 723

EP - 732

BT - Intelligent and Fuzzy Systems - Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference

A2 - Kahraman, Cengiz

A2 - Cevik Onar, Sezi

A2 - Oztaysi, Basar

A2 - Sari, Irem Ucal

A2 - Tolga, A. Cagri

A2 - Cebi, Selcuk

PB - Springer Science and Business Media Deutschland GmbH

T2 - International Conference on Intelligent and Fuzzy Systems, INFUS 2022

Y2 - 19 July 2022 through 21 July 2022

ER -

Köse RE, Rençber N, Beldek T, Konyalıoğlu AK. A Decision Support System for Rheumatoid Arthritis (RA) Treatment Selection and Factor Prioritization by Using Spherical Fuzzy Sets. In Kahraman C, Cevik Onar S, Oztaysi B, Sari IU, Tolga AC, Cebi S, editors, Intelligent and Fuzzy Systems - Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference. Springer Science and Business Media Deutschland GmbH. 2022. p. 723-732. (Lecture Notes in Networks and Systems). doi: 10.1007/978-3-031-09173-5_83

A Decision Support System for Rheumatoid Arthritis (RA) Treatment Selection and Factor Prioritization by Using Spherical Fuzzy Sets

Abstract

Publication series

Conference

Bibliographical note

Keywords

UN SDGs

Access to Document

Other files and links

Fingerprint

Cite this