Support vector machines versus logistic regression: improving prospective performance in clinical decision-making

被引：56
|
作者：
Pochet, NLMM [1 ]
Suykens, JAK [1 ]
机构：
[1] Katholieke Univ Leuven, Dept Elect Engn, B-3001 Louvain, Belgium
来源：
ULTRASOUND IN OBSTETRICS & GYNECOLOGY | 2006年 / 27卷 / 06期
关键词：
D O I：
10.1002/uog.2791
中图分类号：
O42 [声学];
学科分类号：
070206 ; 082403 ;
摘要：
引用
收藏
页码：607 / 608
页数：2
相关论文
共 50 条
  • [31] COMPUTER-BASED SUPPORT FOR CLINICAL DECISION-MAKING
    SAFRAN, C
    HERRMANN, F
    RIND, D
    KOWALOFF, HB
    BLEICH, HL
    SLACK, WV
    M D COMPUTING, 1990, 7 (05): : 319 - 322
  • [32] Artificial intelligence to support clinical decision-making processes
    Garcia-Vidal, Carolina
    Sanjuan, Gemma
    Puerta-Alcalde, Pedro
    Moreno-Garcia, Estela
    Soriano, Alex
    EBIOMEDICINE, 2019, 46 : 27 - 29
  • [33] COMPUTER-PROGRAMS TO SUPPORT CLINICAL DECISION-MAKING
    SHORTLIFFE, EH
    JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 1987, 258 (01): : 61 - 66
  • [34] Emotional Support Animals: A Framework for Clinical Decision-Making
    Ferrell, Jillian
    Crowley, Susan L.
    PROFESSIONAL PSYCHOLOGY-RESEARCH AND PRACTICE, 2021, 52 (06) : 560 - 568
  • [35] Improving decision-making performance through argumentation: An argument-based decision support system to compute with evidence
    Introne, Joshua
    Iandoli, Luca
    DECISION SUPPORT SYSTEMS, 2014, 64 : 79 - 89
  • [36] Comparing the performance of support vector machines to regression with structural risk minimisation
    Viswanathan, M
    Kotagiri, R
    PROCEEDINGS OF INTERNATIONAL CONFERENCE ON INTELLIGENT SENSING AND INFORMATION PROCESSING, 2004, : 445 - 449
  • [37] A hybrid support vector machines and logistic regression approach for forecasting intermittent demand of spare parts
    Hua, Zhongsheng
    Zhang, Bin
    APPLIED MATHEMATICS AND COMPUTATION, 2006, 181 (02) : 1035 - 1048
  • [38] Ischaemia versus bleeding: the art of clinical decision-making
    Stone, Gregg W.
    LANCET, 2009, 373 (9665): : 695 - 696
  • [39] Landslide susceptibility mapping using GIS-based multi-criteria decision analysis, support vector machines, and logistic regression
    Taskin Kavzoglu
    Emrehan Kutlug Sahin
    Ismail Colkesen
    Landslides, 2014, 11 : 425 - 439
  • [40] Clinical decision support for therapeutic decision-making in cancer: A systematic review
    Beauchemin, Melissa
    Murray, Meghan T.
    Sung, Lillian
    Hershman, Dawn L.
    Weng, Chunhua
    Schnall, Rebecca
    INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2019, 130
12345