Complementing Agents with Cognitive Services: A Case Study in Healthcare

被引:7
|
作者
Montagna, Sara [1 ]
Mariani, Stefano [2 ]
Gamberini, Emiliano [3 ]
Ricci, Alessandro [1 ]
Zambonelli, Franco [2 ]
机构
[1] Univ Bologna, Cesena, Italy
[2] Univ Modena & Reggio Emilia, Reggio Emilia, Italy
[3] Maurizio Bufalini Hosp, Cesena, Italy
关键词
Personal medical digital assistant; Trauma management; Cognitive services; CHALLENGES;
D O I
10.1007/s10916-020-01621-7
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Personal Agents (PAs) have longly been explored as assistants to support users in their daily activities. Surprisingly, few works refer to the adoption of PAs in the healthcare domain, where they can assist physicians' activities reducing medical errors. Although literature proposes different approaches for modelling and engineering PAs, none of them discusses how they can be integrated withcognitive servicesin order to empower their reasoning capabilities. In this paper we present an integration model, specifically devised for healthcare applications, that enhances Belief-Desire-Intention agents reasoning with advanced cognitive capabilities. As a case study, we adopt this integrated model in the critical care path of trauma resuscitation, stepping forward to the vision of Smart Hospitals.
引用
收藏
页数:10
相关论文
共 50 条
  • [1] Complementing Agents with Cognitive Services: A Case Study in Healthcare
    Sara Montagna
    Stefano Mariani
    Emiliano Gamberini
    Alessandro Ricci
    Franco Zambonelli
    Journal of Medical Systems, 2020, 44
  • [2] Case Study of Multichannel Interaction in Healthcare Services
    Moreira, Ailton
    Duarte, Julio
    Santos, Manuel Filipe
    INFORMATION, 2023, 14 (01)
  • [3] Strategy deployment in healthcare services: A case study approach
    Landry, Sylvain
    Beaulieu, Martin
    Roy, Jacques
    TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2016, 113 : 429 - 437
  • [4] Cognitive Services for Collaborative mHealth: The OnParkinson Case Study
    Macedo, Patricia
    Madeira, Rui Neves
    Camarinha-Matos, Luis M.
    COLLABORATIVE NETWORKS OF COGNITIVE SYSTEMS, 2018, 534 : 442 - 453
  • [5] Moving from service to sustainable services: a healthcare case study
    Williams, Sharon J.
    Radnor, Zoe J.
    INTERNATIONAL JOURNAL OF PRODUCTIVITY AND PERFORMANCE MANAGEMENT, 2022, 71 (04) : 1126 - 1148
  • [6] Statistical analysis of waste generation in healthcare services: a case study
    Eker, Hasan Huseyin
    Bilgili, Mehmet Sinan
    WASTE MANAGEMENT & RESEARCH, 2011, 29 (08) : 791 - 796
  • [7] Analysis of the implementation of teletraining and teleIEC in healthcare services: Case study
    Saavedra S.
    Pinedo L.
    Peña T.
    EAI Endorsed Transactions on Pervasive Health and Technology, 2024, 10
  • [8] Utilization of Web Services as Multi Agents in HealthCare System
    Mistry, Mijal
    Shah, Dipti
    Pathak, Pranav
    Zamani, Abu Sarwar
    2013 INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND SIGNAL PROCESSING (ISSP), 2013, : 23 - 27
  • [9] Barriers to exchanging healthcare information in inter-municipal healthcare services: a qualitative case study
    Elisabeth Holen-Rabbersvik
    Elin Thygesen
    Tom Roar Eikebrokk
    Rune Werner Fensli
    Åshild Slettebø
    BMC Medical Informatics and Decision Making, 18
  • [10] Barriers to exchanging healthcare information in inter-municipal healthcare services: a qualitative case study
    Holen-Rabbersvik, Elisabeth
    Thygesen, Elin
    Eikebrokk, Tom Roar
    Fensli, Rune Werner
    Slettebo, Ashild
    BMC MEDICAL INFORMATICS AND DECISION MAKING, 2018, 18