Integration of the HL7 Standard in a Multiagent System to Support Personalized Access to e-Health Services

被引:18
|
作者
De Meo, Pasquale [1 ]
Quattrone, Giovanni [1 ]
Ursino, Domenico [1 ]
机构
[1] Univ Mediterranea Reggio Calabria, DIMET, I-89122 Reggio Di Calabria, Italy
关键词
Intelligent agents; multiagent systems; healthcare; human-centered computing; knowledge personalization and customization; HL7; personalized search of services; MEDICAL INFORMATION; CARE; RETRIEVAL;
D O I
10.1109/TKDE.2010.174
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we present a multiagent system to support patients in search of healthcare services in an e-health scenario. The proposed system is HL7-aware in that it represents both patient and service information according to the directives of HL7, the information management standard adopted in medical context. Our system builds a profile for each patient and uses it to detect Healthcare Service Providers delivering e-health services potentially capable of satisfying his needs. In order to handle this search it can exploit three different algorithms: the first, called PPB, uses only information stored in the patient profile; the second, called DS-PPB, considers both information stored in the patient profile and similarities among the e-health services delivered by the involved providers; the third, called AB, relies on A*, a popular search algorithm in Artificial Intelligence. Our system builds also a social network of patients; once a patient submits a query and retrieves a set of services relevant to him, our system applies a spreading activation technique on this social network to find other patients who may benefit from these services.
引用
收藏
页码:1244 / 1260
页数:17
相关论文
共 50 条
  • [21] Integrating an Electronic Health Record System into a Regional Health Information System: An HL7 FHIR Architecture
    Lazarova, Elena
    Mora, Sara
    Rubartelli, Paolo
    Cosolito Vitale, Alessandro
    Pareto, Luisa
    Maggi, Norbert
    Ruggiero, Carmelina
    Giacomini, Mauro
    PUBLIC HEALTH AND INFORMATICS, PROCEEDINGS OF MIE 2021, 2021, 281 : 1087 - 1088
  • [22] Decision Support System for Selection of e-Health Interventions
    Agher, Dahbia
    Fouque, Marc
    Brandi, Matteo
    Sedki, Karima
    Tsopra, Rosy
    Meneton, Pierre
    Despres, Sylvie
    Jaulent, Marie-Christine
    IMPORTANCE OF HEALTH INFORMATICS IN PUBLIC HEALTH DURING A PANDEMIC, 2020, 272 : 326 - 329
  • [23] E-Health Decision Support System for Differential Diagnosis
    Cucu, Roxana
    Farcas, Ionut-Gabriel
    Avram, Camelia
    Astilean, Adina
    Machado, Jose
    2014 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION, QUALITY AND TESTING, ROBOTICS, 2014,
  • [24] MAPPING CLAUSE OF ARDEN-SYNTAX WITH HL7 AND ASTM-E-1238-88 STANDARD
    MA, HY
    INTERNATIONAL JOURNAL OF BIO-MEDICAL COMPUTING, 1995, 38 (01): : 9 - 21
  • [25] Design and implementation of HL7 based real-time clinical data integration system
    Yoo, S
    Kim, B
    Park, H
    Choi, J
    Chun, J
    METMBS'03: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON MATHEMATICS AND ENGINEERING TECHNIQUES IN MEDICINE AND BIOLOGICAL SCIENCES, 2003, : 222 - 227
  • [26] Conceptual Design of E-health Services by, and for Support of, Home Care Staff
    Erlingsdottir, Gudbjorg
    Rydenfalt, Christofer
    Persson, Johanna
    Johansson, Gerd
    PROCEEDINGS OF THE 20TH CONGRESS OF THE INTERNATIONAL ERGONOMICS ASSOCIATION (IEA 2018), VOL VII: ERGONOMICS IN DESIGN, DESIGN FOR ALL, ACTIVITY THEORIES FOR WORK ANALYSIS AND DESIGN, AFFECTIVE DESIGN, 2019, 824 : 793 - 799
  • [27] Support for e-Health Services Among Elderly Primary Care Patients
    Bujnowska-Fedak, Maria Magdalena
    Pirogowicz, Iwona
    TELEMEDICINE AND E-HEALTH, 2014, 20 (08) : 696 - 704
  • [28] E-health developments in the system of health services in Hungary and the European Union
    Varadi Agnes
    ORVOSI HETILAP, 2014, 155 (21) : 822 - 827
  • [29] Measuring the Coverage of the HL7® FHIR® Standard in Supporting Data Acquisition for 3 Public Health Registries
    Bikkanuri, Manju
    Robins, Taiquitha T.
    Wong, Lori
    Seker, Emel
    Greer, Melody L.
    Williams, Tremaine B.
    Garza, Maryam Y.
    JOURNAL OF MEDICAL SYSTEMS, 2024, 48 (01)
  • [30] Rules and Access Rights of the Estonian Integrated e-Health System
    Tiik, Madis
    MEDICAL AND CARE COMPUNETICS 6, 2010, 156 : 245 - 256