Model-Based Medical Decision Support - A Road to Improved Diagnosis and Treatment?

被引:0
|
作者
Andreassen, S. [1 ]
Karbing, D. [1 ]
Pielmeier, U. [1 ]
Rees, S. [1 ]
Zalounina, A. [1 ]
Sanden, Line [1 ]
Paul, M. [2 ]
Leibovici, L. [2 ]
机构
[1] Aalborg Univ, Ctr Model Based Med Decis Support, Fredrik Bajersvej 7, Aalborg, Denmark
[2] Rabin Med Ctr, Petah Tiqwa, Israel
关键词
Medical decision support; decision theory; antibiotic treatment; mechanical ventilation; glycaetnic control; INTENSIVE INSULIN THERAPY; CRITICALLY-ILL PATIENTS; MORTALITY; PROTOCOL; SYSTEM;
D O I
暂无
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
The hypothesis is advanced that model-based medical decision support is a methodology, which may be appropriate for construction of medical decision support systems. The methodology, which is based on a combination of structural modeling and decision theory is outlined through three medical applications. All three applications have been brought to the point where they can be subjected to rigorous clinical testing. One of them, Treat for advising on antibiotic treatment, belongs to the small group of systems for which it has even been possible to show an improvement in patient outcome.
引用
收藏
页码:257 / +
页数:2
相关论文
共 50 条
  • [41] Development of growth model-based decision support system for crop management
    Cao Weixing
    Tang Liang
    Zhu Yan
    Pan Jie
    Li Weiguo
    Chen Binling
    PMA 2006: SECOND INTERNATIONAL SYMPOSIUM ON PLANT GROWTH MODELING, SIMULATION, VISUALIZATION AND APPLICATIONS, PROCEEDINGS, 2007, : 181 - 184
  • [42] Development of growth model-based decision support system for rapeseed management
    Hi-Tech. Key Laboratory of Information Agriculture of Jiangsu Province, College of Agronomy, Nanjing Agricultural University, Nanjing 210095, China
    Nongye Gongcheng Xuebao, 2006, 11 (160-164):
  • [43] Towards Developing a Model-Based Decision Support Method for Enterprise Restructuring
    Babkin, Eduard
    Sergeev, Alexey
    ADVANCES IN ENTERPRISE ENGINEERING VII, 2013, 146 : 17 - 27
  • [44] Decision Support for Process Maturity Improvement in Model-based Systems Engineering
    Amorim, Tiago
    Vogelsang, Andreas
    Canedo, Edna Dias
    2022 IEEE/ACM JOINT 16TH INTERNATIONAL CONFERENCE ON SOFTWARE AND SYSTEM PROCESSES AND 17TH ACM/IEEE INTERNATIONAL CONFERENCE ON GLOBAL SOFTWARE ENGINEERING (ICSSP/ICGSE 2022), 2022, : 13 - 23
  • [45] Model-Based Early Warning and Decision Support to Improve Infrastructure Surveillance
    Flammini, Francesco
    Gaglione, Andrea
    Pragliola, Concetta
    ERCIM NEWS, 2009, (78): : 43 - 44
  • [46] Towards the Consideration of Diagnostic Delay in Model-Based Clinical Decision Support
    Gaebel, Jan
    Cypko, Mario A.
    Oeltze-Jafra, Steffen
    MEDINFO 2017: PRECISION HEALTHCARE THROUGH INFORMATICS, 2017, 245 : 1323 - 1323
  • [47] Model-based Decision Support: Requirements and Future for its Application in Surgery
    Denecke, K.
    BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2013, 58
  • [48] Model-based Decision Support: Requirements and Future for its Application in Surgery
    Denecke, K.
    BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2013, 58
  • [49] A Predictive Model-Based Decision Support System for Diabetes Patient Empowerment
    Glachs, Dietmar
    Namli, Tuncay
    Strohmeier, Felix
    Rodriguez Suarez, Gustavo
    Sluis, Michel
    Delgado-Lista, Javier
    Sont, Jacob K.
    De Graaf, Albert A.
    Salzsieder, Eckhard
    Vogt, Lutz
    PUBLIC HEALTH AND INFORMATICS, PROCEEDINGS OF MIE 2021, 2021, 281 : 963 - 968
  • [50] Paediatric models in motion: requirements for model-based decision support at the bedside
    Barrett, Jeffrey S.
    BRITISH JOURNAL OF CLINICAL PHARMACOLOGY, 2015, 79 (01) : 85 - 96