Towards a novel Data Mining System for Medication Error Management

被引:0
|
作者
Touati, Hanae [1 ]
Thabet, Rafika [1 ,2 ]
Fontanili, Franck [1 ]
Cleostrate, Marie-Helene [3 ]
Cufi, Marie-Noelle [3 ]
Lamine, Elyes [4 ,5 ]
机构
[1] Toulouse Univ, CGI, IMT Mines Albi, Albi, France
[2] Sousse Univ, ISITCom, MARS Lab, LR17RS05, Tunis, Tunisia
[3] Intercommunal Hosp Ctr, Castres, France
[4] Toulouse Univ, ISIS Engn, INUC, Castres, France
[5] Toulouse Univ, CGI, IMT Mines Albi, Castres, France
关键词
Medication Use Process; Medication error; Requirement; Data Science; Reporting; Classification;
D O I
10.1109/AICCSA59173.2023.10479309
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Medication errors associated with the Medication Use Process present significant risks and require effective management. However, current practices do not address these risks. There is a lack of awareness that medication errors are unintended risks, and a lack of dedicated systems to manage them. To overcome these limitations, a digital system exploiting massive medical data (big data) is proposed. By integrating various data sources, this system aims to provide adaptable medication errors' management and continuous improvement. This article presents an overview of the system requirements and highlights the potential of Data Mining in healthcare. Implementing this system could revolutionize medication error management and improve patient safety.
引用
收藏
页数:6
相关论文
共 50 条
  • [31] A Novel Medical Assistance System Based On Data Mining
    Dai, Jingyuan
    PROCEEDINGS OF 2014 IEEE WORKSHOP ON ADVANCED RESEARCH AND TECHNOLOGY IN INDUSTRY APPLICATIONS (WARTIA), 2014, : 264 - 266
  • [32] Experimental Data Management System for Practical Data Mining of Glycan Structures
    Akune, Yukie
    Aoki-Kinoshita, Kiyoko
    GLYCOBIOLOGY, 2010, 20 (11) : 1469 - 1469
  • [33] Towards an Application Helping to Minimize Medication Error Rate
    Alharbi, Ali, I
    Gay, Valerie
    AlGhamdi, Mohammad J.
    Alturki, Ryan
    Alyamani, Hasan J.
    MOBILE INFORMATION SYSTEMS, 2021, 2021
  • [34] Towards an Integrated Approach to Improving Innovation Management System of Mining Companies
    Lazarenko, Yuliia
    Garafonova, Olga
    Grigashkina, Svetlana
    Verezomska, Irina
    IVTH INTERNATIONAL INNOVATIVE MINING SYMPOSIUM, 2019, 105
  • [35] Medication overdose data analysis: a review of medication error reports in the FDA adverse event reporting system (FAERS)
    Jiaqi Ni
    Xinru Tang
    Li Chen
    BMC Pharmacology and Toxicology, 24
  • [36] Medication overdose data analysis: a review of medication error reports in the FDA adverse event reporting system (FAERS)
    Ni, Jiaqi
    Tang, Xinru
    Chen, Li
    BMC PHARMACOLOGY & TOXICOLOGY, 2023, 24 (01):
  • [37] The Topological Field Theory of Data: a program towards a novel strategy for data mining through data language
    Rasetti, M.
    Merelli, E.
    7TH INTERNATIONAL WORKSHOP DICE2014 SPACETIME - MATTER - QUANTUM MECHANICS, 2015, 626
  • [38] Medication Error Management around the Globe: An Overview
    Patel, Isha
    Balkrishnan, R.
    INDIAN JOURNAL OF PHARMACEUTICAL SCIENCES, 2010, 72 (05) : 539 - 545
  • [39] Using Data Mining Technique to Explore Anthropometric Data towards the Development of Sizing System
    Zakaria, Norsaadah
    Taib, Jamil Salleh Mohd. Nasir
    Tan, Yong Yuan
    Wah, Yap Bee
    INTERNATIONAL SYMPOSIUM OF INFORMATION TECHNOLOGY 2008, VOLS 1-4, PROCEEDINGS: COGNITIVE INFORMATICS: BRIDGING NATURAL AND ARTIFICIAL KNOWLEDGE, 2008, : 1249 - 1255
  • [40] Data Mining on Numeric Error in Computerized Physician Order Entry System Prescriptions
    Wu Xue
    Wu Changxu
    MEDINFO 2017: PRECISION HEALTHCARE THROUGH INFORMATICS, 2017, 245 : 1386 - 1386