Personalized Clinical Decision Support with Complex Hospital-Level Modelling

被引：11
作者：
Kovalchuk, Sergey V. [1 ]
Knyazkov, Konstantin V. [1 ]
Syomov, Ilya I. [1 ]
Yakovlev, Alexey N. [1 ,2 ]
Boukhanovsky, Alexander V. [1 ]
机构：
[1] ITMO Univ, St Petersburg, Russia
[2] Fed Almazov North West Med Res Ctr, St Petersburg, Russia
来源：
4TH INTERNATIONAL YOUNG SCIENTIST CONFERENCE ON COMPUTATIONAL SCIENCE | 2015年 / 66卷
关键词：
clinical decision support system; decision making; multi-agent system; information fusion; BigData; SYSTEMS;
D O I：
10.1016/j.procs.2015.11.045
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
The paper presents the early results of the work aimed towards the development of the concept of clinical decision support system (CDSS). The concept is based on the complex hospital-level model for enhancement of the decision making process. The proposed conceptual architecture incorporates various classes of models and supports of the decision making for more complicated problems taking into account hospital-level activities. The proposed concept is now implemented in the CDSS at Federal Almazov North-West Medical Research Center.
引用
收藏
页码：392 / 401
页数：10
相关论文
共 21 条
  • [1] Agah A., 2013, Medical Applications of Artificial Intelligence
  • [2] Big Data computing and clouds: Trends and future directions
    Assuncao, Marcos D.
    Calheiros, Rodrigo N.
    Bianchi, Silvia
    Netto, Marco A. S.
    Buyya, Rajkumar
    [J]. JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2015, 79-80 : 3 - 15
  • [3] Blasch Erick., 2006, Journal of Advances in Information Fusion (JAIF), V1, P122, DOI [10.21236/ADA520878, DOI 10.21236/ADA520878]
  • [4] Effect of Clinical Decision-Support Systems A Systematic Review
    Bright, Tiffani J.
    Wong, Anthony
    Dhurjati, Ravi
    Bristow, Erin
    Bastian, Lori
    Coeytaux, Remy R.
    Samsa, Gregory
    Hasselblad, Vic
    Williams, John W.
    Musty, Michael D.
    Wing, Liz
    Kendrick, Amy S.
    Sanders, Gillian D.
    Lobach, David
    [J]. ANNALS OF INTERNAL MEDICINE, 2012, 157 (01) : 29 - U77
  • [5] The Multi-Agent Simulation-Based Framework for Optimization of Detectors Layout in Public Crowded Places
    Butakov, Nikolay
    Nasonov, Denis
    Knyazkov, Konstantin
    Karbovskii, Vladislav
    Chuprova, Yulia
    [J]. INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, ICCS 2015 COMPUTATIONAL SCIENCE AT THE GATES OF NATURE, 2015, 51 : 522 - 531
  • [6] Coiera E., 2015, GUIDE HLTH INFORM
  • [7] Gindl S., 2006, Negation Detection in Automated Medical Applications
  • [8] Hoyt R., 2014, Health Informatics: Practical Guide for Healthcare and Information Technology Professionals, V6th
  • [9] Workflow-based Collaborative Decision Support for Flood Management Systems
    Ivanov, Sergey V.
    Kovalchuk, Sergey V.
    Boukhanovsky, Alexander V.
    [J]. 2013 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, 2013, 18 : 2213 - 2222
  • [10] A Technology for BigData Analysis Task Description using Domain-Specific Languages
    Kovalchuk, Sergey V.
    Zakharchuk, Artem V.
    Liao, Jiaqi
    Ivanov, Sergey V.
    Boukhanovsky, Alexander V.
    [J]. 2014 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, 2014, 29 : 488 - 498
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