Textual extraction and classification for medical risk management: a new Risk Management Platform to manage undesired medical events

被引：0
作者：
Zidi, Salah [1 ]
Julien, Thibaut [2 ]
Mjirda, Anis [3 ]
Maaloul, Fouad [2 ]
机构：
[1] Qassim Univ, CBE, MIS Dept, POB 6633, Qasim 14452, Saudi Arabia
[2] SAS BIOMEDIQA, F-59650 Villeneuve Dascq, France
[3] Univ Valenciennes & Hainaut Cambrsis, LAMIH, Valenciennes, France
来源：
2015 4TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED LOGISTICS AND TRANSPORT (ICALT) | 2015年
关键词：
Risk Management; Undesired events; Medical field; Textual extraction; Classifications; Machine learning; Support Vector Machines;
D O I：
暂无
中图分类号：
C93 [管理学]; O22 [运筹学];
学科分类号：
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要：
In this paper, we propose a semi-automatic system to deal with the undesired events that may happen in the medical field. Based on algorithms of textual extraction and classifications, it performs a preprocessing of undesired events' declarations. The proposed system is currently running on different hospitals and some medical institutions in France. Computational study were made on a real-case instances and experimentations shows good results for the proposed approaches.
引用
收藏
页码：298 / 302
页数：5
相关论文
共 11 条
  • [1] [Anonymous], 2006, AAAI
  • [2] [Anonymous], 2001, Mining the web for synonyms-PMI-IR versus LSA on TOEFL
  • [3] [Anonymous], 2001, RETOUR EXPERIENCE IN, V2, P1
  • [4] [Anonymous], 2000, NAACL
  • [5] Claude E, 1949, MATH THEORY COMMUNIC
  • [6] CORTES C, 1995, MACH LEARN, V20, P273, DOI 10.1023/A:1022627411411
  • [7] Goldsmith J. A., 2001, Cross-Language Information Retrieval and Evaluation. Workshop of the Cross-Language Evaluation Forum, CLEF 2000. Revised Papers (Lecture Notes in Computer Science Vol.2069), P273
  • [8] SIMILARITY MEASURES IN SCIENTOMETRIC RESEARCH - THE JACCARD INDEX VERSUS SALTON COSINE FORMULA
    HAMERS, L
    HEMERYCK, Y
    HERWEYERS, G
    JANSSEN, M
    KETERS, H
    ROUSSEAU, R
    VANHOUTTE, A
    [J]. INFORMATION PROCESSING & MANAGEMENT, 1989, 25 (03) : 315 - 318
  • [9] A FUZZY K-NEAREST NEIGHBOR ALGORITHM
    KELLER, JM
    GRAY, MR
    GIVENS, JA
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1985, 15 (04): : 580 - 585
  • [10] Experience feed back committee in radiotherapy (CREx): a compulsory tool for security management evaluation at two years
    Lartigau, E.
    Coche-Dequeant, B.
    Dumortler, V.
    Giscard, S.
    Lacornerie, T.
    Lasue, A.
    Cheval, V.
    Martel, V.
    Malfait, B.
    Fuchs, A.
    Pestel, M.
    Damman, M.
    Forrest, M.
    [J]. CANCER RADIOTHERAPIE, 2008, 12 (6-7): : 610 - 613
12