Intelligent Teledermatology System: A Case of Implementing Artificial Intelligence-Based Services in Healthcare Supply Chain

被引:0
作者
Purnama, I. Ketut Eddy [1 ]
Hernanda, Arta Kusuma [1 ]
Rachmadi, Reza Fuad [1 ]
Nugroho, Supeno Mardi Susiki [1 ]
Purnomo, Mauridhi Hery [1 ]
Ratna, Anak Agung Putri [2 ]
Nurtanio, Ingrid [3 ]
Hidayati, Afif Nurul [4 ]
Rusdiansyah, Ahmad [5 ]
机构
[1] Inst Teknol Sepuluh Nopember, Dept Comp Engn, Surabaya, Indonesia
[2] Univ Indonesia, Dept Elect Engn, Depok, Indonesia
[3] Univ Hasanuddin, Dept Informat, Makassar, Indonesia
[4] Univ Airlangga, Dept Dermatol & Venerol, Surabaya, Indonesia
[5] Inst Teknol Sepuluh Nopember, Dept Ind Engn & Syst, Surabaya, Indonesia
来源
OPERATIONS AND SUPPLY CHAIN MANAGEMENT-AN INTERNATIONAL JOURNAL | 2023年 / 16卷 / 01期
关键词
intelligent teledermatology system; supply chain; supply chain services; teledermatology; COVID-19; FRAMEWORK;
D O I
暂无
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
Teledermatology is part of telemedicine which provides remote services of skin disease diagnosis for patients by utilizing information and communication technology. This system has been used for decades and is increasingly used especially during the COVID-19 pandemic. However, none of the existing studies have reported the existence of an integrated web-based and mobile-based teledermatology application that integrates Artificial Intelligence. Hence, in this study, we propose the use of the so-called Intelligent Teledermatology System (ITDS), and how this system can support the healthcare supply chain. The development of ITDS complies with the Case-Based Reasoning approach. This system consists of three main functions: management information system, point of services, and intelligent systems. The ITDS provides complete features so that the supply chain of remote services for skin disease diagnosis can be delivered to patients. Furthermore, this system provides a classification function as part of a decision support system for dermatologists in making diagnoses. In terms of the supply chain, we have described that the supply chain concept is also applicable to services like teledermatology. Hence, the Intelligent Teledermatology System can be used to support the healthcare supply chain in this case the skin disease diagnosis services.
引用
收藏
页码:140 / 151
页数:12
相关论文
共 29 条
[1]   Assessment of dermatologists' perception of utilizing teledermatology during COVID-19 pandemic in Saudi Arabia [J].
Almaziad, Hatoun M. ;
Alfawzan, Abdulrahman, I ;
Alkhayal, Norah K. ;
Alkhodair, Rayan A. .
SAUDI MEDICAL JOURNAL, 2021, 42 (09) :1024-1030
[2]  
Briggs Shanelle Mariah, 2022, JMIR Dermatol, V5, pe33833, DOI 10.2196/33833
[3]   Teledermatology: Comparison of Store-and-Forward Versus Live Interactive Video Conferencing [J].
Brinker, Titus Josef ;
Hekler, Achim ;
von Kalle, Christof ;
Schadendorf, Dirk ;
Esser, Stefan ;
Berking, Carola ;
Zacher, Martina T. ;
Sondermann, Wiebke ;
Grabe, Niels ;
Steeb, Theresa ;
Utikal, Jochen Sven ;
French, Lars E. ;
Enk, Alexander H. .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2018, 20 (10)
[4]  
Chakraborty S, 2018, OPER SUPPLY CHAIN MA, V11, P98
[5]   Teledermatology in Primary Care in Singapore: Experiences of Family Doctors and Specialists [J].
Chow, Aloysius ;
Teo, Sok Huang ;
Kong, Jing Wen ;
Lee, Simon Biing ;
Heng, Yee Kiat ;
van Steensel, Maurice A. M. ;
Smith, Helen E. .
ACTA DERMATO-VENEREOLOGICA, 2021, 101
[6]   Teledermatology: From historical perspective to emerging techniques of the modern era Part I: History, rationale, and current practice [J].
Coates, Sarah J. ;
Kvedar, Joseph ;
Granstein, Richard D. .
JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, 2015, 72 (04) :563-576
[7]  
Eldaly Abdullah S, 2022, J Clin Transl Res, V8, P540
[8]   Are Office-Based Workplace Interventions Designed to Reduce Sitting Time Cost-Effective Primary Prevention Measures for Cardiovascular Disease? A Systematic Review and Modelled Economic Evaluation [J].
Gao, Lan ;
Phuong Nguyen ;
Dunstan, David ;
Moodie, Marjory .
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2019, 16 (05)
[9]   Navigating patients with atopic dermatitis or chronic spontaneous urticaria during the COVID-19 pandemic [J].
Haddad, Isabelle ;
Kozman, Kathia ;
Kibbi, Abdul-Ghani .
FRONTIERS IN ALLERGY, 2022, 3
[10]   Teledermatology during the COVID-19 pandemic: Experience at a tertiary care centre in North India [J].
Handa, Sanjeev ;
Mehta, Hitaishi ;
Bishnoi, Anuradha ;
Vinay, Keshavamurthy ;
Mahajan, Rahul ;
Narang, Tarun ;
Kumaran, Muthu Sendhil ;
De, Dipankar ;
Dogra, Sunil ;
Parsad, Davinder .
DERMATOLOGIC THERAPY, 2021, 34 (04)