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活动简介

Intelligent agent-based systems constitute one of the most exciting research areas in Artificial Intelligence. Due to the growing interest in the application of agent-based systems in health care, a number of applications addressing clinical problems are already based in agent technology. Thus, it may now be a good time for the specialists in the field to meet and report on the results achieved in this area, to discuss the benefits (and drawbacks) that agent-based systems may bring to medical domains, and also to provide a list of the research topics that should be tackled in the near future.

This workshop will try to incorporate two novel aspects with respect to related workshops held in the last years:

  • Interdisciplinary research: special efforts will be devoted to try to attract the attention of health care and biomedical specialists, so that they attend the workshop and realise the potential benefits of agent technology.

  • Applied research: the organising committee will also pay special attention to papers describing applications which are not just academic, but that are already deployed and running in a real medical environment.

Current topics of research include personalized health systems for remote and autonomous tele-assistance, communication and co-operation between distributed intelligent agents to manage patient care, information agents that retrieve medical information from distributed repositories, intelligent and distributed data mining, and multi-agent systems that assist the doctors in the tasks of monitoring and diagnosis. Several methodological and technical problems have been discovered by the researchers that attempt to deploy agent-based systems in the medical area; just to name a few, the growing number of huge databases that need to be integrated (e.g. genetic data from next generation sequencing), the difficulty to integrate new agent-based systems with legacy software, the need to apply changing national and international laws and regulations concerning the privacy of medical data and the security of the transaction of patient information between agents.

征稿信息

重要日期

2017-02-17
初稿截稿日期

征稿范围

This workshop intends to bring together communities from Agents/Multi-Agent Systems and clinicians working on Healthcare, providing the opportunity to encourage presentation and discussion of ongoing work in the area. The workshop encourages multidisciplinary works, including the study and application of Multi-Agent concepts to healthcare environments. It is therefore of direct interest for the participants of the AAMAS main conference.

  • Mobile Agents in Hospital Environments

  • Patient Empowerment through Personalised Agent-based Systems

  • Agents that provide autonomous and remote care delivery.

  • Medical Agent-based Decision Support Systems, including Recommender Systems

  • Agents that provide information about medical services.

  • MAS for patient monitoring and diagnosis.

  • Applications of agents and multi-agent systems in health care.

  • MAS that improve medical training or education (e.g. tutoring systems).

  • Information agents that gather, compile and organise medical data and knowledge available on Internet.

  • Solutions to the basic methodological and technological problems associated to the real deployment of health-care agent-based systems:

  • Security, privacy of medical data.

  • Social acceptance of agent-based systems.

  • Integration and use of medical ontologies.

  • Lack of centralised control.

  • Communication standards.

  • Integration with other types of software.

  • Impact of Agents and Robots in Patient Quality of Life

  • Robotics in Healthcare (Prosthetics / Surgical Robotics/Assistive Technologies)

  • Legal and ethical issues related to the use of agents in health care.

  • Surveys providing an up to date view of the state of the art in the area of agents in health care.

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重要日期
  • 会议日期

    05月08日

    2017

    05月09日

    2017

  • 02月17日 2017

    初稿截稿日期

  • 05月09日 2017

    注册截止日期

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