Fuzzy Logic Based Decision Support System

被引:0
|
作者
Wadgaonkar, Jagannath [1 ]
Bhole, Kalyani [1 ]
机构
[1] Coll Engn Pune, Dept Instrumentat & Control, Pune 411005, Maharashtra, India
来源
2016 1ST INDIA INTERNATIONAL CONFERENCE ON INFORMATION PROCESSING (IICIP) | 2016年
关键词
Propofol; Labview; fuzzy-logic; SpO(2); Heart rate; Depth of Anesthesia;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Anaesthesia practice might involve instances proving to be life threatening. Hence one has to be cautious and at the same time be able to avert any danger if any of such situation prevails But humans can make some errors based on their decision which may lead to loss of life. Hence there is a need to introduce an decision support system (DSS), which would take correct decisions based on the inputs. This paper presents the design and implementation of fuzzy logic based decision support system. Fuzzy logic mimics the human decisions as per the inputs. So the chances of propofol being infused wrongly are minimized. Also various parameters like heart rate, oxygen saturation, blood pressure is continuously monitored. Based upon these inputs to the fuzzy decision support system and Lab-view Graphical user interface (GUI) will give appropriate decision as the depth of anesthesia. Hence the risk to life is attenuated to great extent. This type of decision support system can be used in hospitals and health-care facilities and will prove useful not only to professionals but also to the newcomers in the field of anesthesia. Another advantage of this system is cost effective and viable for human society. Experts based decision support system is designed and implemented using Lab-view. Developed GUI is validated from experts for 270 different conditions. Out of 270 experts 3 decisions accepting given by DSS.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] Fuzzy Logic-Based Decision Support System for Dairy Cattle
    Akilli, Asli
    Atil, Hulya
    Takma, Cigdem
    Ayyilmaz, Tarik
    KAFKAS UNIVERSITESI VETERINER FAKULTESI DERGISI, 2016, 22 (01) : 13 - 19
  • [2] Fuzzy Logic Based Decision Support System Framework for Irrigation Scheduling
    Patel, Jignesh
    Patel, Himanshu
    Bhatt, Chetan
    3RD NIRMA UNIVERSITY INTERNATIONAL CONFERENCE ON ENGINEERING (NUICONE 2012), 2012,
  • [3] Fuzzy logic based leanness assessment and its decision support system
    Vinodh, S.
    Balaji, S. R.
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2011, 49 (13) : 4027 - 4041
  • [4] Fuzzy Logic based Decision Support System for Component Security Evaluation
    Nazir, Shah
    Shahzad, Sara
    Mahfooz, Saeed
    Nazir, Muhammad
    INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2018, 15 (02) : 224 - 231
  • [5] Decision Support System for the Diagnosis of Urological Dysfunctions Based on Fuzzy Logic
    Gil, David
    Johnsson, Magnus
    Garcia Chamizo, Juan Manuel
    Soriano Paya, Antonio
    Ruiz Fernandez, Daniel
    DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, 2010, 79 : 425 - +
  • [6] Fuzzy-logic-based decision support system for scheduling tillage operations
    Thangavadivelu, S
    Colvin, TS
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 1997, 10 (05) : 463 - 472
  • [7] Modeling and development of fuzzy logic-based intelligent decision support system
    Ramathilagam, Arunagiri
    Pitchipoo, Pandian
    ROMANIAN JOURNAL OF INFORMATION SCIENCE AND TECHNOLOGY, 2022, 25 (01): : 58 - 79
  • [8] Using Fuzzy-Logic in Decision Support System based on Personal Ratings
    Al-Dossari, Hmood
    Alyahya, Sultan
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2020, 11 (04) : 339 - 343
  • [9] Decision Support System for Determination of Forces Applied in Orthodontic Based on Fuzzy Logic
    Omran, Lamia Nabil
    Ezzat, Kadry Ali
    Hassanien, Aboul Ella
    INTERNATIONAL CONFERENCE ON ADVANCED MACHINE LEARNING TECHNOLOGIES AND APPLICATIONS (AMLTA2018), 2018, 723 : 158 - 168
  • [10] Sellers in e-marketplaces: A Fuzzy Logic based decision support system
    Kolomvatsos, Kostas
    Anagnostopoulos, Christos
    Hadjiefthymiades, Stathes
    INFORMATION SCIENCES, 2014, 278 : 267 - 284