Artificial Neural Networks as Auxiliary Tools in the Diagnosis of Malnutrition Related Diseases

被引：0
|
作者：
Arista-Jalife, A. [1 ]
Arista-Viveros, H. A. [2 ]
机构：
[1] La Salle Univ, Intelligent Syst Grp, Mexico City, DF, Mexico
[2] Univ Nacl Autonoma Mexico, Paediat Infect, Mexico City, DF, Mexico
来源：
2012 9TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING, COMPUTING SCIENCE AND AUTOMATIC CONTROL (CCE) | 2012年
关键词：
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
We present the application of Self-Organizing Maps, combined with multi-layer Artificial Neural Networks, as a reliable auxiliary tool for the diagnosis of twelve common diseases, related with feeding difficulties on children upto twelve years old. The posed tool succeeds to pre diagnose with 96.2% of accuracy the proper diseases, under certain conditions of truncate information input.
引用
收藏
页数：6
相关论文
共 50 条
  • [21] Diagnosis of Headache using Artificial Neural Networks
    Mendes, Karina Borges
    Fiuza, Ronald Moura
    Arns Steiner, Maria Teresinha
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2010, 10 (07): : 172 - 178
  • [22] MEDICAL DIAGNOSIS USING ARTIFICIAL NEURAL NETWORKS
    Begum, Afsana
    Rahman, Md. Mashiur
    Jahan, Sohana
    MATHEMATICS IN APPLIED SCIENCES AND ENGINEERING, 2024, 5 (02): : 149 - 164
  • [23] Use of artificial neural networks for clinical diagnosis
    Technological Educational Inst, Greece
    Math Comput Simul, 5-6 (623-635):
  • [24] Artificial neural networks for diagnosis of hepatitis disease
    Ozyilmaz, L
    Yildirim, T
    PROCEEDINGS OF THE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS 2003, VOLS 1-4, 2003, : 586 - 589
  • [25] Artificial Neural Networks in Mechanical Fault Diagnosis
    Tong Shurong Chen Kai Northwestern Polytechnical University Xi’an 710072 P.R.ChinaZhou Sanchuan Eric T.T. Wong Hong Kong Polytechnic University
    International Journal of Plant Engineering and Management, 1997, (02) : 52+54+56+58+53+55+57 - 52+54+56+58+53+55+57
  • [26] Artificial neural networks in mechanical fault diagnosis
    Tong, Shurong
    Zhang, Anhua
    Zhou, Yan
    Chen, Deyuan
    Jixie Kexue Yu Jishu/Mechanical Science and Technology, 1996, 15 (06):
  • [27] Use of artificial neural networks for clinical diagnosis
    Papadourakis, G
    Vourkas, M
    Micheloyannis, S
    Jervis, B
    MATHEMATICS AND COMPUTERS IN SIMULATION, 1996, 40 (5-6) : 623 - 635
  • [28] Cancer Diagnosis Using Artificial Neural Networks
    Nia, M. Baradaran
    Shogian, Sh.
    Zarifi, M. H.
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2008, 8 (07): : 233 - 236
  • [29] Artificial neural networks in the diagnosis of acute appendicitis
    Yoldas, Omer
    Tez, Mesut
    Karaca, Turgut
    AMERICAN JOURNAL OF EMERGENCY MEDICINE, 2012, 30 (07): : 1245 - 1247
  • [30] BIONET: an artificial neural network model for diagnosis of diseases
    Selvi, ST
    Arumugam, S
    Ganesan, L
    PATTERN RECOGNITION LETTERS, 2000, 21 (08) : 721 - 740
12345