Abstract
Earlier, medical systems were suffering from many issues. The issues are mostly observed due to inadequate medical practitioners, poor medical infrastructure, manually operated healthcare systems and improper coordination between each and every aspects of healthcare system. Most of the medical reports and records are based on paper and pen, which is difficult to manage and maintain and also raise a question of reliability. So, situation needs a change in the existing system. Keeping that need of change in mind, the concept of multi-agent system was introduced in healthcare system. Multi-agent systems are considered as the best and most appropriate technology that can be applied to fulfill the need required in healthcare system. In multi-agent system, the agents are representing and acting on behalf of users and owners with very difficult goals and motivations. The agents cooperate, coordinate and negotiate with each other in the same way that we cooperate, coordinate and negotiate with other people in day-to-day life and consequently can be used as the best technology to solve the problem arrived in medical healthcare system. This chapter focuses mainly about architecture, planning, implementation and application of multi-agent system in healthcare domain.
Categories and Subject Descriptors
General and reference: Surveys and overviews—multi-agent system (MAS), artificial intelligence, healthcare domain.
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References
Weizenbaum J (1976) Computer power and human reason. W.H. Freeman and Company, Penguin Books Ltd, New York. ISBN 0-7167-0463-3
Chakraborty S, Gupta S (2014) Medical application using multi agent system—a literature survey. Int J Eng Res Appl 4(1):528–546
Epstein JM, Axtell R (1996) Growing artificial societies: social science from the bottom up. Brookings Institution Press, p 224. ISBN 978-0-262-55025-3
Carley KM (2002) Construct, computational analysis of social organizational systems. In: Proceedings of the national academy of sciences of the United States of America, vol 99
Samuelson DA (2000) Designing organizations, OR/MS Today, December 2000
Samuelson DA (2005) Agents of change. OR/MS Today, February 2005
Samuelson DA, Macal CM (2006) Agent-based modelling comes of age. OR/MS Today, August 2006
Graham JR, Decker KS, Mersic M (2003) DECAF-a flexible multi agent system architecture. Auton Agents Multi Agent Syst 7(1):7–27
Chopra A, Singh MP (2009) Architecture for multi agent systems: an approach based on commitments. In: Proceedings of the AAMS workshop on Pro-MAS, May 2009
Shehory O (1999) Architecture properties of multi agent systems. ResearchGate/Publication/2279275
Stockheim T, Nimis J, Schotz T, Stehi M (2004) How to build a multi agent system: the agent. Enterprise Approach, ICEIS
Celaya JR, Durocher’s AA, Graves RJ (2007) Modelling and analysis of multi agent systems using patrinet. In: Systems, man and cybernetics, ISIC, IEEE
Mouratidis H, Giorgini P, Manson G (2003) Modelling secure multi agent systems, ACM. In: Proceedings of the 2nd international joint conference on autonomous agents and multiagent systems, pp 859–866
Hadzic M, Dillon DS, Dillon TS (2009) Use and modelling of multi agent system in medicine. In: IEEE 20th international workshop, pp 303–307
De Weerdt M, Ter Mors A, Witteveen C (2005) An introduction to planning and coordination. In: Handouts of the European agent summer
De Weerdt M, Clement B (2009) Introduction to planning in multi agent systems. Multiagent Grid Syst 5(4):345–355
Chen YF, Keman N, Choudhury UG, How JP, Vian J (2014) Planning for Large scale multi agent problems via hierarchical decomposition with application to UAV health management, AACC, June 2014
Sanchez D, Moreno A (2010) Agent applied in health care: a review. Int J Med Inform 79(3):145–166 (Elsevier)
Sycara KP (1998) Multi agent systems. AI Mag 19(2):79–92
Shakshuki E, Reid M (2015) Multi agent system applications in healthcare: current technology and future roadmap, science direct. In: 6th International conference on ambient systems, networks and technologies, procedia computer science, vol 52, pp 252–261
Anagnostou A, Nouman A, Taylor SJE (2013) Distributed hybrid agent-based discrete event emergency medical services simulation. In: IEEE conference publication, pp 1625–1636
Brailsford SC, Viana J, Rossiter S, Channon A, Lotery AJ (2013) Hybrid simulation for health and social care: the way forward, or more trouble than its worth? In: IEEE WSC proceedings, pp 258–269
Flores CD, Barros P, Cazella S, Bez MR (2013) Leveraging the learning process in health through clinical cases simulator. In: IEEE conference paper, pp 1–6
Lin Y, Lu X, Fang F, Fan J (2013) Personal health care monitoring and emergency response mechanism. In: IEEE conference paper, pp 1–5
de Moraes JLC, de Souza WL, Pires LF, Cavalini LT, do Prado AF (2013) A Novel Architecture For Message Exchange In Pervasive Healthcare Based On The Use Of Intelligent Agents. In: IEEE ACS international conference, pp 1–8
Gupta ShibaKali, Sarkar A, Pramanik I, Mukherjee B (2012) Implementation scheme for online medical diagnosis system using multi agent system with JADE. Int J Sci Res Publ 2(6):1–6
Gangwar M, Yadav RS, Mishara RB (2012) Semantic web services for medical health planning. In: IEEE 1st international conference on RAIT, pp 614–618
Taboada M, Cabrena E, Iglesias ML, Epelde F, Luque E (2012) An Agent Based decision support System for Hospital Emergency Departments. In: Science direct, procedia computer science. ELSEVIER
Gaetano L, Balestra G (2011) A multi agent system model for evaluating quality service of clinical engineering department. In: Annual international conference of IEEE, pp 1209–1212
Saleem RM, Muhammad A, Martiner Enriquez AM (2010) Remote patient monitoring and health care management using multi agent based architecture. In: IEEE MICAI 9th Mexican conference, pp 118–123
Baffo I, Stecca G, Kaihava T (2010) Multi agent system approach for hospitals drug management using combinatorial options. In: IEEE 8th international conference, pp 945–949
Iantovis B (2010) Cognitive medical multi agent systems. Broad Res Artif Intell Neurosci 1(1):12–21
Su C-J, Wu C-Y (2011) JADE Implemented mobile multi agent based distributed information platform for pervasive healthcare monitoring. Appl Soft Comput 11(1):315–325. ELSEVIER
Geogopoulos PG, Isukapalli SS (2009) A unifed multiscale field/network/agent based modelling framework for human and ecological health risk analysis. In: Conference proceedings IEEE Engineering in Medicine and Biology Society
Shadabi F, Sharma D (2009) Using knowledge and rule induction methods for enhancing clinical diagnosis: success stories. In: IEEE conference ICECC, pp 540–542
Iantovies B (2007) The CMDS medical diagnosis. System. In: Symbolic and numeric algorithm for scientific computing, Synasc international seminar IEEE, pp 246–253
Se CJ (2007) Mobile multi agent based distributed information platform (MADIP) for wide area eHealth monitoring, Elsevier
Han BM, Song S-J, Lee KM, Jang K-S, Shin D-R (2006) Multi agent system based efficient health care service
Chan V, Ray P, Parameswaran N (2008) Mobile eHealth monitoring: an agent based approach, The Institute of Engineering & Technology (IET), vol 2, issue 2, pp 223–230
Su C-J, Shih SC (2011) Building distributed e-Healthcare for elders using RFID and multi agent. Int J Eng Bus Manag 3(1):16–26. https://doi.org/10.5772/45677
Ardissono L, Di Leva A, Petrone G, Segnan M, Sonessa N (2006) Adaptive medical workflow management for a context—dependent home healthcare assistance service, ENTCS, vol 146, issue 1 pp 59–68. https://doi.org/10.1016/j.entcs.2005.11.007
Tiwari A, Patel PK, Singh VK, Shrivastava A (2013) Implementing requirement for hospital management system using multi agent system. Int J Sci Eng Res 4(6): 2407–2411
Tian J, Huaglory, Tianfield (2009) Health delivery systems—a case for multi agent systems. In: IEEE international conference on system, man and cybernetics, pp 2818–2722
Hill R, Polovina S, Beer M (2005) Managing healthcare work flows in a multi agent system environment. In: 19th IJCAI
Mateo RMA, Gerardo BD, Lee J (2008) Health care expert system based on group cooperation model. Int J Softw Eng Appl 2(1):105–116
Moreno A (2003) Medical applications of multi agent systems. In: Conference proceeding intelligent and adaptive Systems in medicine, Prague, 15 pages
Cavaleante RC, Bittencourt II, da Silva AP, Silva M, Costa E, Santos R (2012) A survey of security in multi agent system. Expert Syst Appl 39(5):4835–4846. https://doi.org/10.1016/j.eswa.2011.09.130
Kushwaha N, Sahu S, Ahemd P (2012) Gathering requirements for hospital management system (HMS) using intelligent agents, IJEIT, vol 1, issue 3, pp 276–279
Kushwaha N, Sahu S, Tyagi RK (2013) Evolving intelligent agents for hospital management system. In: IEEE 3rd international conference IACC, pp 899–907
Liaqat RM, Athar A, Saqib NA (2015) Intelligent agent based system for monitoring and control of hospital management system. In: 2nd IEEE international conference on information science and security (ICISS), pp 1–5
Jemal H, Kechaon Z, Ayed MB, Alim AM (2015) A multi agent system for hospital organization. Int J Mach Learn Comput (IJMLC) 5(1):51–56. https://doi.org/10.7763/IJMLC.2015.v5.482
Stiglic G, Kokol P (2005) Intelligent patient and nurse scheduling in ambulatory healthcare centers, IEEE-EMBS, pp 5475–5478
Mansour A, Ying H, Dews P, Ji Y, Yen J, Miller RE, Massanari RM (2011) Finding similar patients in a multi agent environment. In: Proceedings of the 30th North American FUZZY information processing society conference, El Paso, TX, pp 18–20
Benhajji N, Roy D, Anciaux D (2015) Patient centered multi agent system for healthcare. Science Direct, IFAC Papers Online, vol 48, no 3, pp 710–714
Zoller A, Braubach L, Pokahr A, Rothlauf F, Paulussen TO, Lanersdorf W, Heinz A (2006) Evaluation of a multi agent system for hospital patient scheduling. Int Trans Syst Appl 1(4):375–380
Paulussen TO, Zoller A, Rothlauf F, Heinzl A, Braubach L, Pokahr A, Lamersdorf W (2006) Agent based patient scheduling in hospitals. In: International handbook on information systems, Springer, Chapter 4, pp 255–275
Paulussen TO, Heinzl A, Becker C (2013) Multi agent based information systems for patient coordination in hospitals, ICIS
Tiwari A, Patel PK, Singh VK, Shrivastava A (2013) Implementing requirement for hospital management system using multi agent system. Int J Sci Eng Res (IJSER) 4(6):2407–2411
Kostkova P, Mani Saada J, Madle G, Weinberg JR (2003) Applications of software agent technology in the health care domain. In: Moreno A, Nealon JL (eds) Agent based up to date data management in national electronic library for communicable disease (Chap. 8), pp 105–124. Springer, Basel AG
Vieira-Marques PM, Robles S, Cucurull J, Cruz-Correia RJ, Navarro G, Marti R (2006) Secure integration of distributed medical data using mobile agents. IEEE Intell Syst 21(6):47–54
Tentori M, Favela J, Rodriguez M (2006) Privacy aware autonomous agents for pervasive healthcare. IEEE Intell Syst 21(6):55–62
Singh S, Ikhwan B, Haron F, Yong CH (2005) Architecture of agent based healthcare intelligent assistant on grid environment, vol 3320 of LNCS. Springer, Singapore, pp 58–61
GonzálezVélez H, Mier M, JuliàSapé M, Arvanitis TN, GarcíaGómez JM, Robles M, Lewis PH, Dasmahapatra S, Dupplaw D, Peet A, Arús C, Celda B, Huffe SV, LluchAriet M (2009) Health agents: distributed multi agent brain tumour diagnosis and prognosis. Appl Intell 30(3):191–202
Isern D, Moreno A (2008) Computer based execution of clinical guidelines: a review. Int J Med Inform 77(12):787–808
Kirn S, Anhalt C, Krcmar H, Schweiger A (2006) Multi agent engineering: theory and applications in enterprises. In: Kiran S, Herzog O, Loakemam P, Ch OS (eds) International handbook on information systems. Springer, Berlin, Heidelberged. Hospital—Health Care Applications of Intelligent Agents, pp 199–220
Cortés U, VázquezSalceda J, LópezNavidad A, Caballero F (2004) UCTx: a multi agent approach to model a transplant coordination unit. Appl Intell 20(1):59–70
Braun L, Wiesman F, van der Herik J, Hasman A (2005) Agent support in medical information retrieval. In: Cortés U, Fox J, Moreno A, Nealon J (eds) Proceedings of the 3rd workshop on agents applied in health care, AAAI, Edinburgh, Scotland, pp 16–25
Bagüés MI, Bermúdez J, Burgos A, Illarramendi A, Tablado A, Rodriguez J, Goni A (2006) An innovative system that runs on a PDA for a continuous monitoring of people, IEEE, pp 151–156
Koutkias V, Chouvarda I, Maglaveras N (2005) A multi agent system enhancing homecare health services for chronic disease management. IEEE Trans Inf Technol Biomed 9(4):528–537
Isern D, Moreno A, Sánchez D, Hajnal A, Pedone G, Varga LZ (2011) Agent based execution of personalized home care treatments. Appl Intell 34(2):155–180
Corchado JM, Bajo J, Abraham A (2008) GerAmI.2008. Improving healthcare delivery in geriatric residences. IEEE Intell Syst 23(2):19–25
Kim HK (2014) Convergence agent model for developing u-healthcare systems. Future Gen Comput Syst 35:39–48
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Thakur, C., Gupta, S. (2022). Multi-Agent System Applications in Health Care: A Survey. In: Gupta, S., Banerjee, I., Bhattacharyya, S. (eds) Multi Agent Systems. Springer Tracts in Human-Centered Computing. Springer, Singapore. https://doi.org/10.1007/978-981-19-0493-6_7
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