Publicação
An agent-based RFID monitoring system for healthcare
| Resumo: | In the last years, with the progressive expansion of Healthcare Information Systems (HISs), the healthcare platforms for interoperability and monitoring systems have become increasingly more vital sources of clinical information. In this context, in Centro Hospitalar do Porto (CHP), the INTCare system was developed with the purpose to create new useful knowledge for deci sion support in real-time. It is an unquestionable potential area to develop effective systems for the prediction of clinical events, including Decision Support Systems (DSSs), for organ failure and death in Intensive Care. The INTCare uses multiple data sources that are collected at the bedside. However, this system fails on the recognition of the patient absence in bed. Thereby, this problem led to the devel opment of the Patient Localization and Management System (PaLMS), i.e., a RFID localization and monitoring system. Thus, this paper describes the PaLMS Intelligent Multi-Agent System for the integration of PaLMS into the hospital platform for Interoperability, Diffusion and Archive – Agency for Integration, Diffusion and Archive of Medical Information (AIDA) platform. On the other hand, a failure prevention system that actuates in the PaLMS agents, improving their availability, is also presented and thoroughly discussed. |
|---|---|
| Autores principais: | Marins, Fernando de Abreu |
| Outros Autores: | Cardoso, Luciana Almeida; Esteves, Marisa Araújo; Machado, José Manuel; Abelha, António |
| Assunto: | Ambient intelligence Intensive care unit Monitoring systems Multi-agent systems Prevention systems RFID |
| Ano: | 2017 |
| País: | Portugal |
| Tipo de documento: | comunicação em conferência |
| Tipo de acesso: | acesso restrito |
| Instituição associada: | Universidade do Minho |
| Idioma: | inglês |
| Origem: | RepositóriUM - Universidade do Minho |
| _version_ | 1866876615233896448 |
|---|---|
| author | Marins, Fernando de Abreu |
| author2 | Cardoso, Luciana Almeida Esteves, Marisa Araújo Machado, José Manuel Abelha, António |
| author2_role | author author author author |
| author_facet | Marins, Fernando de Abreu Cardoso, Luciana Almeida Esteves, Marisa Araújo Machado, José Manuel Abelha, António |
| author_role | author |
| contributor_name_str_mv | Universidade do Minho |
| country_str | PT |
| creators_json_txt | [{\"Person.name\":\"Marins, Fernando de Abreu\"},{\"Person.name\":\"Cardoso, Luciana Almeida\"},{\"Person.name\":\"Esteves, Marisa Araújo\"},{\"Person.name\":\"Machado, José Manuel\"},{\"Person.name\":\"Abelha, António\"}] |
| datacite.contributors.contributor.contributorName.fl_str_mv | Universidade do Minho |
| datacite.creators.creator.creatorName.fl_str_mv | Marins, Fernando de Abreu Cardoso, Luciana Almeida Esteves, Marisa Araújo Machado, José Manuel Abelha, António |
| datacite.date.Accepted.fl_str_mv | 2017-01-01T00:00:00Z |
| datacite.rights.fl_str_mv | http://purl.org/coar/access_right/c_16ec |
| datacite.subjects.subject.fl_str_mv | Ambient intelligence Intensive care unit Monitoring systems Multi-agent systems Prevention systems RFID |
| datacite.titles.title.fl_str_mv | An agent-based RFID monitoring system for healthcare |
| dc.contributor.none.fl_str_mv | Universidade do Minho |
| dc.creator.none.fl_str_mv | Marins, Fernando de Abreu Cardoso, Luciana Almeida Esteves, Marisa Araújo Machado, José Manuel Abelha, António |
| dc.date.Accepted.fl_str_mv | 2017-01-01T00:00:00Z |
| dc.format.none.fl_str_mv | application/pdf |
| dc.identifier.none.fl_str_mv | https://hdl.handle.net/1822/51532 |
| dc.language.none.fl_str_mv | eng |
| dc.publisher.none.fl_str_mv | Springer International Publishing AG |
| dc.rights.none.fl_str_mv | http://purl.org/coar/access_right/c_16ec |
| dc.subject.none.fl_str_mv | Ambient intelligence Intensive care unit Monitoring systems Multi-agent systems Prevention systems RFID |
| dc.title.fl_str_mv | An agent-based RFID monitoring system for healthcare |
| dc.type.none.fl_str_mv | http://purl.org/coar/resource_type/c_5794 |
| description | In the last years, with the progressive expansion of Healthcare Information Systems (HISs), the healthcare platforms for interoperability and monitoring systems have become increasingly more vital sources of clinical information. In this context, in Centro Hospitalar do Porto (CHP), the INTCare system was developed with the purpose to create new useful knowledge for deci sion support in real-time. It is an unquestionable potential area to develop effective systems for the prediction of clinical events, including Decision Support Systems (DSSs), for organ failure and death in Intensive Care. The INTCare uses multiple data sources that are collected at the bedside. However, this system fails on the recognition of the patient absence in bed. Thereby, this problem led to the devel opment of the Patient Localization and Management System (PaLMS), i.e., a RFID localization and monitoring system. Thus, this paper describes the PaLMS Intelligent Multi-Agent System for the integration of PaLMS into the hospital platform for Interoperability, Diffusion and Archive – Agency for Integration, Diffusion and Archive of Medical Information (AIDA) platform. On the other hand, a failure prevention system that actuates in the PaLMS agents, improving their availability, is also presented and thoroughly discussed. |
| dirty | 0 |
| eu_rights_str_mv | restrictedAccess |
| format | conferencePaper |
| fulltext.url.fl_str_mv | https://prod-dspace.uminho.pt/bitstreams/0d54d3d5-03c9-477e-b49c-0dec1fdaeb43/download |
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| identifier.url.fl_str_mv | https://hdl.handle.net/1822/51532 |
| instacron_str | repositorium |
| institution | Universidade do Minho |
| instname_str | Universidade do Minho |
| language | eng |
| network_acronym_str | rum |
| network_name_str | RepositóriUM - Universidade do Minho |
| oai_identifier_str | oai:repositorium.uminho.pt:1822/51532 |
| organization_str_mv | urn:organizationAcronym:repositorium |
| person_str_mv | Marins, Fernando de Abreu Cardoso, Luciana Almeida Esteves, Marisa Araújo Machado, José Manuel Abelha, António |
| publishDate | 2017 |
| publisher.none.fl_str_mv | Springer International Publishing AG |
| reponame_str | RepositóriUM - Universidade do Minho |
| repository_id_str | urn:repositoryAcronym:rum |
| service_str_mv | urn:repositoryAcronym:rum |
| spelling | engSpringer International Publishing AGporIn the last years, with the progressive expansion of Healthcare Information Systems (HISs), the healthcare platforms for interoperability and monitoring systems have become increasingly more vital sources of clinical information. In this context, in Centro Hospitalar do Porto (CHP), the INTCare system was developed with the purpose to create new useful knowledge for deci sion support in real-time. It is an unquestionable potential area to develop effective systems for the prediction of clinical events, including Decision Support Systems (DSSs), for organ failure and death in Intensive Care. The INTCare uses multiple data sources that are collected at the bedside. However, this system fails on the recognition of the patient absence in bed. Thereby, this problem led to the devel opment of the Patient Localization and Management System (PaLMS), i.e., a RFID localization and monitoring system. Thus, this paper describes the PaLMS Intelligent Multi-Agent System for the integration of PaLMS into the hospital platform for Interoperability, Diffusion and Archive – Agency for Integration, Diffusion and Archive of Medical Information (AIDA) platform. On the other hand, a failure prevention system that actuates in the PaLMS agents, improving their availability, is also presented and thoroughly discussed.application/pdfporAn agent-based RFID monitoring system for healthcareMarins, Fernando de AbreuCardoso, Luciana AlmeidaEsteves, Marisa AraújoMachado, José ManuelAbelha, AntónioHostingInstitutionOrganizationalUniversidade do Minhoe-mailmailto:repositorium@usdb.uminho.ptrepositorium@usdb.uminho.ptISBNIsPartOf978-3-319-56540-8ISSNIsPartOf2194-5357DOIIsPartOf10.1007/978-3-319-56541-5_422017-012018-02-16T13:35:20Z2017-01-01T00:00:00ZHandlehttps://hdl.handle.net/1822/51532http://purl.org/coar/access_right/c_16ecrestricted accessAmbient intelligenceIntensive care unitMonitoring systemsMulti-agent systemsPrevention systemsRFID225309 bytesother research producthttp://purl.org/coar/resource_type/c_5794conference paperhttp://purl.org/coar/access_right/c_16ecapplication/pdffulltexthttps://prod-dspace.uminho.pt/bitstreams/0d54d3d5-03c9-477e-b49c-0dec1fdaeb43/download |
| spellingShingle | An agent-based RFID monitoring system for healthcare Marins, Fernando de Abreu Ambient intelligence Intensive care unit Monitoring systems Multi-agent systems Prevention systems RFID |
| status | SINGLETON |
| subject.fl_str_mv | Ambient intelligence Intensive care unit Monitoring systems Multi-agent systems Prevention systems RFID |
| title | An agent-based RFID monitoring system for healthcare |
| title_full | An agent-based RFID monitoring system for healthcare |
| title_fullStr | An agent-based RFID monitoring system for healthcare |
| title_full_unstemmed | An agent-based RFID monitoring system for healthcare |
| title_short | An agent-based RFID monitoring system for healthcare |
| title_sort | An agent-based RFID monitoring system for healthcare |
| topic | Ambient intelligence Intensive care unit Monitoring systems Multi-agent systems Prevention systems RFID |
| topic_facet | Ambient intelligence Intensive care unit Monitoring systems Multi-agent systems Prevention systems RFID |
| url | https://hdl.handle.net/1822/51532 |
| visible | 1 |