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
  • [1] Skin Diseases Diagnosis using Artificial Neural Networks
    Filimon, Delia-Maria
    Albu, Adriana
    2014 IEEE 9TH INTERNATIONAL SYMPOSIUM ON APPLIED COMPUTATIONAL INTELLIGENCE AND INFORMATICS (SACI), 2014, : 189 - 194
  • [2] Chest diseases diagnosis using artificial neural networks
    Er, Orhan
    Yumusak, Nejat
    Temurtas, Feyzullah
    EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (12) : 7648 - 7655
  • [3] Artificial neural networks and prostate cancer—tools for diagnosis and management
    Xinhai Hu
    Henning Cammann
    Hellmuth-A. Meyer
    Kurt Miller
    Klaus Jung
    Carsten Stephan
    Nature Reviews Urology, 2013, 10 : 174 - 182
  • [4] Urinary System Diseases Diagnosis Using Artificial Neural Networks
    Al-Shayea, Qeethara Kadhim
    Bahia, Itedal S. H.
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2010, 10 (07): : 118 - 122
  • [5] Utilization of artificial neural networks in the diagnosis of optic nerve diseases
    Kara, S
    Güven, A
    Öner, AÖ
    COMPUTERS IN BIOLOGY AND MEDICINE, 2006, 36 (04) : 428 - 437
  • [6] Artificial neural networks and prostate cancer-tools for diagnosis and management
    Hu, Xinhai
    Cammann, Henning
    Meyer, Hellmuth-A.
    Miller, Kurt
    Jung, Klaus
    Stephan, Carsten
    NATURE REVIEWS UROLOGY, 2013, 10 (03) : 174 - 182
  • [7] An approach based on Artificial Neural Networks to aid the diagnosis of meningococcal diseases
    Costa, Fabricio de Oliveira
    Soares Motta, Luciene Cristina
    Thomaselli Nogueira, Jose Luiz
    REVISTA BRASILEIRA DE COMPUTACAO APLICADA, 2010, 2 (01): : 79 - 88
  • [8] The Diagnosis of Hepatitis diseases by Support Vector Machines and Artificial Neural Networks
    Rouhani, Modjtaba
    Haghighi, Mehdi Motavalli
    IACSIT-SC 2009: INTERNATIONAL ASSOCIATION OF COMPUTER SCIENCE AND INFORMATION TECHNOLOGY - SPRING CONFERENCE, 2009, : 456 - 458
  • [9] Paraconsistent Artificial Neural Network as Auxiliary in Cephalometric Diagnosis
    Mario, Mauricio C.
    Abe, Jair M.
    Ortega, Neli R. S.
    Del Santo, Marinho, Jr.
    ARTIFICIAL ORGANS, 2010, 34 (07) : E215 - E221
  • [10] Using artificial neural networks in a Computer Aided Diagnosis system for macular diseases
    Luculescu, M. C.
    Lache, S.
    2008 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION, QUALITY AND TESTING, ROBOTICS (AQTR 2008), THETA 16TH EDITION, VOL III, PROCEEDINGS, 2008, : 143 - 148
12345