Literature DB >> 26590981

A Systematic Literature Review of Agents Applied in Healthcare.

David Isern1, Antonio Moreno2.   

Abstract

Intelligent agents and healthcare have been intimately linked in the last years. The intrinsic complexity and diversity of care can be tackled with the flexibility, dynamics and reliability of multi-agent systems. The purpose of this review is to show the feasibility of applying intelligent agents in the healthcare domain and use the findings to provide a discussion of current trends and devise future research directions. A review of the most recent literature (2009-2014) of applications of agents in healthcare is discussed, and two classifications considering the main goal of the health systems as well as the main actors involved have been investigated. This review shows that the number of published works exhibits a growing interest of researchers in this field in a wide range of applications.

Keywords:  Healthcare; Intelligent agents; Review

Mesh:

Year:  2015        PMID: 26590981     DOI: 10.1007/s10916-015-0376-2

Source DB:  PubMed          Journal:  J Med Syst        ISSN: 0148-5598            Impact factor:   4.460


  50 in total

1.  Implementing an integrative multi-agent clinical decision support system with open source software.

Authors:  Jelber Sayyad Shirabad; Szymon Wilk; Wojtek Michalowski; Ken Farion
Journal:  J Med Syst       Date:  2010-03-18       Impact factor: 4.460

2.  A theoretical analysis of the prodrug delivery system for treating antibiotic-resistant bacteria.

Authors:  James T Murphy; Ray Walshe; Marc Devocelle
Journal:  IEEE/ACM Trans Comput Biol Bioinform       Date:  2011 May-Jun       Impact factor: 3.710

3.  Agent oriented approach to handling medical data.

Authors:  Marjan Druzovec; Tatjana Welzer; Bostjan Brumen
Journal:  J Med Syst       Date:  2005-02       Impact factor: 4.460

4.  An ontology of cancer therapies supporting interoperability and data consistency in EPRs.

Authors:  Claudio Eccher; Alessandro Scipioni; Alexis A Miller; Antonella Ferro; Domenico M Pisanelli
Journal:  Comput Biol Med       Date:  2013-04-28       Impact factor: 4.589

5.  A simulation framework for mapping risks in clinical processes: the case of in-patient transfers.

Authors:  Adam G Dunn; Mei-Sing Ong; Johanna I Westbrook; Farah Magrabi; Enrico Coiera; Wayne Wobcke
Journal:  J Am Med Inform Assoc       Date:  2011-05-01       Impact factor: 4.497

Review 6.  Agents applied in health care: A review.

Authors:  David Isern; David Sánchez; Antonio Moreno
Journal:  Int J Med Inform       Date:  2010-02-02       Impact factor: 4.046

7.  Patterns for collaborative work in health care teams.

Authors:  Maria Adela Grando; Mor Peleg; Marc Cuggia; David Glasspool
Journal:  Artif Intell Med       Date:  2011-09-07       Impact factor: 5.326

8.  Formal specification and analysis of intelligent agents for model-based medicine usage management.

Authors:  Mark Hoogendoorn; Michel C A Klein; Zulfiqar A Memon; Jan Treur
Journal:  Comput Biol Med       Date:  2013-03-15       Impact factor: 4.589

Review 9.  Clinical review: the hospital of the future - building intelligent environments to facilitate safe and effective acute care delivery.

Authors:  Brian W Pickering; John M Litell; Vitaly Herasevich; Ognjen Gajic
Journal:  Crit Care       Date:  2012-12-12       Impact factor: 9.097

10.  Simulating the decentralized processes of the human immune system in a virtual anatomy model.

Authors:  Vladimir Sarpe; Christian Jacob
Journal:  BMC Bioinformatics       Date:  2013-04-17       Impact factor: 3.169

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  7 in total

1.  Embodied Conversational Agents for the Detection and Prevention of Suicidal Behaviour: Current Applications and Open Challenges.

Authors:  Juan Martínez-Miranda
Journal:  J Med Syst       Date:  2017-07-28       Impact factor: 4.460

Review 2.  Simulation Modelling in Healthcare: An Umbrella Review of Systematic Literature Reviews.

Authors:  Syed Salleh; Praveen Thokala; Alan Brennan; Ruby Hughes; Andrew Booth
Journal:  Pharmacoeconomics       Date:  2017-09       Impact factor: 4.981

3.  Interactions of Approach and Avoidance Job Crafting and Work Engagement: A Comparison between Employees Affected and Not Affected by Organizational Changes.

Authors:  Piia Seppälä; Lotta Harju; Jari J Hakanen
Journal:  Int J Environ Res Public Health       Date:  2020-12-05       Impact factor: 3.390

4.  A Recommendation System Based on AI for Storing Block Data in the Electronic Health Repository.

Authors:  Vinodhini Mani; C Kavitha; Shahab S Band; Amir Mosavi; Paul Hollins; Selvashankar Palanisamy
Journal:  Front Public Health       Date:  2022-01-21

5.  Improving the Survival Time of Multiagents in Social Dilemmas through Neurotransmitter-Based Deep Q-Learning Model of Emotions.

Authors:  Awais Hassan; Maida Shahid; Faisal Hayat; Jehangir Arshad; Mujtaba Hussain Jaffery; Ateeq Ur Rehman; Kalim Ullah; Seada Hussen; Habib Hamam
Journal:  J Healthc Eng       Date:  2022-01-25       Impact factor: 2.682

6.  Exploring the influence of a user-specific explainable virtual advisor on health behaviour change intentions.

Authors:  Amal Abdulrahman; Deborah Richards; Ayse Aysin Bilgin
Journal:  Auton Agent Multi Agent Syst       Date:  2022-04-04       Impact factor: 2.475

7.  Agent-oriented Decision Support System for Business Processes Management with Genetic Algorithm Optimization: an Application in Healthcare.

Authors:  Emilio Sulis; Pietro Terna; Antonio Di Leva; Guido Boella; Adriana Boccuzzi
Journal:  J Med Syst       Date:  2020-08-02       Impact factor: 4.460

  7 in total

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