The use of the personalized estimate of death probabilities for medical decision making

被引:3
|
作者
Giorgi, R
Gouvernet, J
Jougla, E
Chatellier, G
Degoulet, P
Fieschi, M
机构
[1] Fac Med Timone, Lab enseignement & Rech Traitement Informat Med, F-13005 Marseille, France
[2] SC8 INSERM, F-78110 Le Vesinet, France
[3] Hop Broussais, Serv Informat Med, F-75014 Paris, France
来源
COMPUTERS AND BIOMEDICAL RESEARCH | 2000年 / 33卷 / 01期
关键词
D O I
10.1006/cbmr.1999.1531
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Data coming from the French national statistics on the cause of deaths are used to calculate the probabilities of death from pathologies. These probabilities are calculated according to age, sex, and place of residence of the patient to "personalize" the estimate. This individual prediction of the risk of death is proposed for pathologies for which the feasibility and the utility of prevention measures had been demonstrated. Relative risks of death according to the socioprofessional category, which are coming from the scientific literature, are used to adjust the probabilities of death as a function of the patient socioprofessional category. The aim of this work is to guide a scientist toward a prevention strategy according to the age and characteristics of patient. The use of computers by the scientists will make possible the diffusion of such tool of prediction to improve a personalized prevention. (C) 2000 Academic Press.
引用
收藏
页码:75 / 83
页数:9
相关论文
共 50 条
  • [21] Decision Making with Imprecise Probabilities and its Application
    Aliev, R. A.
    Huseynov, O. H.
    Aliev, R. R.
    2009 FIFTH INTERNATIONAL CONFERENCE ON SOFT COMPUTING, COMPUTING WITH WORDS AND PERCEPTIONS IN SYSTEM ANALYSIS, DECISION AND CONTROL, 2010, : 253 - +
  • [22] A general approach to decision making with interval probabilities
    Engemann, KJ
    Yager, RR
    INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2001, 30 (06) : 623 - 647
  • [23] UTILIZING CAUSE-OF-DEATH INFORMATION TO ESTIMATE CONDITIONAL PROBABILITIES OF DISEASE AND DEATH
    KODELL, RL
    BIOMETRICS, 1985, 41 (01) : 318 - 319
  • [24] UTILIZING CAUSE-OF-DEATH INFORMATION TO ESTIMATE CONDITIONAL PROBABILITIES OF DISEASE AND DEATH
    KODELL, RL
    BIOMETRICAL JOURNAL, 1987, 29 (06) : 689 - 701
  • [25] Keep the Decision Tree and Estimate the Class Probabilities Using its Decision Boundary
    Alvarez, Isabelle
    Bernard, Stephan
    Deffuant, Guillaume
    20TH INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE, 2007, : 654 - 659
  • [26] A computer decision aid for medical prevention: a pilot qualitative study of the Personalized Estimate of Risks (EsPeR) system
    Isabelle Colombet
    Thierry Dart
    Laurence Leneveut
    Sylvain Zunino
    Joël Ménard
    Gilles Chatellier
    BMC Medical Informatics and Decision Making, 3 (1)
  • [27] USE OF PATTERN-CLASSIFICATION IN MEDICAL DECISION-MAKING
    COHEN, ME
    HUDSON, DL
    LECTURE NOTES IN COMPUTER SCIENCE, 1987, 286 : 245 - 254
  • [28] Parental Use of Religion and Spirituality in Medical Decision-Making
    Malcolm, Hailey, V
    Desjardins, Cate M.
    Ferrara, Brycen
    Kitamura, Elizabeth A.
    Mueller, Mark
    Betz, John
    Ragsdale, Judith R.
    Grossoehme, Daniel H.
    JOURNAL OF HEALTH CARE CHAPLAINCY, 2021, 27 (03) : 146 - 158
  • [29] Use of Soft Computing Techniques in Medical Decision Making: A Survey
    Bhatia, Ajay
    Mago, Vijay
    Singh, Rajeshwar
    2014 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2014, : 1131 - 1137
  • [30] RECENT CASE LAW AND MEDICAL LIFE-AND-DEATH DECISION-MAKING
    MCINTYRE, KM
    ALABAMA JOURNAL OF MEDICAL SCIENCES, 1981, 18 (04): : 380 - 384