Applications of artificial neural nets in clinical biomechanics

被引:104
|
作者
Schöllhorn, WI [1 ]
机构
[1] Univ Munster, Fac Psychol & Sport Sci, D-48149 Munster, Germany
关键词
D O I
10.1016/j.clinbiomech.2004.04.005
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
The purpose of this article is to provide an overview of current applications of artificial neural networks in the area of clinical biomechanics. The body of literature on artificial neural networks grew intractably vast during the last 15 years. Conventional statistical models may present certain limitations that can be overcome by neural networks. Artificial neural networks in general are introduced, some limitations, and some proven benefits are discussed. (C) 2004 Elsevier Ltd. All rights reserved.
引用
收藏
页码:876 / 898
页数:23
相关论文
共 50 条
  • [31] Signal evaluation of gas sensors with artificial neural nets
    Endres, HE
    INTELLIGENT COMPONENTS AND INSTRUMENTS FOR CONTROL APPLICATIONS 1997 (SICICA'97), 1997, : 363 - 368
  • [32] Web-based simulation of Artificial Neural Nets
    Macek, T
    Snorek, M
    ESM'99 - MODELLING AND SIMULATION: A TOOL FOR THE NEXT MILLENNIUM, VOL 1, 1999, : 320 - 323
  • [33] ESTIMATE OF TREE VOLUME USING ARTIFICIAL NEURAL NETS
    Gorgens, Eric Bastos
    Leite, Helio Garcia
    Santos, Heleno do Nascimento
    Gleriani, Jose Marinaldo
    REVISTA ARVORE, 2009, 33 (06): : 1141 - 1147
  • [34] Unsupervised Artificial Neural Nets for Modeling Movie Sentiment
    Claster, William B.
    Dinh Quoc Hung
    Shanmuganathan, Subana
    2010 SECOND INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE, COMMUNICATION SYSTEMS AND NETWORKS (CICSYN), 2010, : 349 - 354
  • [35] Artificial neural nets and benefits transfer: An application.
    Delavan, W
    AMERICAN JOURNAL OF AGRICULTURAL ECONOMICS, 1999, 81 (05) : 1296 - 1297
  • [36] ARTIFICIAL NEURAL NETS FOR K-COMPLEX DETECTION
    JANSEN, BH
    IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE, 1990, 9 (03): : 50 - 52
  • [37] Case-based explanation for artificial neural nets
    Caruana, R
    ARTIFICIAL NEURAL NETWORKS IN MEDICINE AND BIOLOGY, 2000, : 303 - 308
  • [38] Overparameterized Nonlinear Optimization with Applications to Neural Nets
    Oymak, Samet
    2019 13TH INTERNATIONAL CONFERENCE ON SAMPLING THEORY AND APPLICATIONS (SAMPTA), 2019,
  • [39] REAL-TIME APPLICATIONS OF NEURAL NETS
    SPENCER, JE
    IEEE TRANSACTIONS ON NUCLEAR SCIENCE, 1989, 36 (05) : 1485 - 1489
  • [40] Biomechanics of the Healthy and Keratoconic Corneas: A Combination of the Clinical Data, Finite Element Analysis, and Artificial Neural Network
    Karimi, Alireza
    Meimani, Najme
    Razaghi, Reza
    Rahmati, Seyed Mohammadali
    Jadidi, Khosrow
    Rostami, Mostafa
    CURRENT PHARMACEUTICAL DESIGN, 2018, 24 (37) : 4474 - 4483