Neural Network Techniques for Cancer Prediction: A Survey

被引:41
|
作者
Agrawal, Shikha [1 ]
Agrawal, Jitendra [1 ]
机构
[1] Rajiv Gandhi Proudyogiki Vishwavidyalaya, Dept Comp Sci & Engn, Bhopal, India
关键词
Artificial Neural Network; Cancer Prediction; Classification; OPTIMIZATION;
D O I
10.1016/j.procs.2015.08.234
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cancer is a dreadful disease. Millions of people died every year because of this disease. It is very essential for medical practitioners to opt a proper treatment for cancer patients. Therefore cancer cells should be identified correctly. Neural networks are currently a burning research area in medical science, especially in the areas of cardiology, radiology, oncology, urology and etc. In this paper, we are surveying various neural network technologies for classification of cancer. The main aim of this survey in medical diagnostics is to guide researchers to develop most cost effective and user friendly systems, processes and approaches for clinicians. (C) 2015 The Authors. Published by Elsevier B.V.
引用
收藏
页码:769 / 774
页数:6
相关论文
共 50 条
  • [21] Recent Advances in Neural Network Techniques For Channel Equalization:A Comprehensive Survey
    Zahid, Muhammad
    Meng, Zhang
    [J]. 2018 INTERNATIONAL CONFERENCE ON COMPUTING, ELECTRONICS & COMMUNICATIONS ENGINEERING (ICCECE), 2018, : 178 - 182
  • [22] A Survey on Breast Cancer Prediction Using Data Mining Techniques
    Jacob, Dona Sara
    Viswan, Rakhi
    Manju, V.
    PadmaSuresh, L.
    Raj, Shine
    [J]. 2018 CONFERENCE ON EMERGING DEVICES AND SMART SYSTEMS (ICEDSS), 2018, : 256 - 258
  • [23] Neural network prediction of relapse in breast cancer patients
    Tarassenko, L
    Whitehouse, R
    Gasparini, G
    Harris, AL
    [J]. NEURAL COMPUTING & APPLICATIONS, 1996, 4 (02): : 105 - 113
  • [24] Prediction of colon cancer using an evolutionary neural network
    Kim, KJ
    Cho, SB
    [J]. NEUROCOMPUTING, 2004, 61 : 361 - 379
  • [25] Breast cancer prediction using a neural network model
    Nastac, I
    Jalava, P
    Collan, M
    Collan, Y
    Kuopio, T
    Back, B
    [J]. Soft Computing with Industrial Applications, Vol 17, 2004, 17 : 423 - 428
  • [26] Cancer mortality prediction based on genetic neural network
    Jin, Cong
    [J]. Xitong Gongcheng Lilun yu Shijian/System Engineering Theory and Practice, 2000, 20 (02): : 141 - 144
  • [27] Pancreatic Cancer Prediction Through an Artificial Neural Network
    Muhammad, Wazir
    Hart, Gregory R.
    Nartowt, Bradley
    Farrell, James J.
    Johung, Kimberly
    Liang, Ying
    Deng, Jun
    [J]. FRONTIERS IN ARTIFICIAL INTELLIGENCE, 2019, 2
  • [28] Stock Price Trend Prediction using Artificial Neural Network Techniques
    Lertyingyod, Weerachart
    Benjamas, Nunnapus
    [J]. 2016 20TH INTERNATIONAL COMPUTER SCIENCE AND ENGINEERING CONFERENCE (ICSEC), 2016,
  • [29] A Neural Network System for Fault Prediction in Pipelines by Acoustic Emission Techniques
    Noseda, Francesco
    Ribeiro Marnet, Luiza
    Carlim, Carlos
    Renno Costa, Luiz
    de Moura Junior, Natanael
    Pereira Caloba, Luiz
    Soares, Sergio Damasceno
    Clarke, Thomas
    Callegari Jacques, Ricardo
    [J]. RESEARCH IN NONDESTRUCTIVE EVALUATION, 2021, 32 (3-4) : 132 - 146
  • [30] A proposal for prediction of pipe wear rate using neural network techniques
    Wang, Fazhan
    Yuan, Sicong
    [J]. 2006 XI'AN INTERNATIONAL CONFERENCE OF ARCHITECTURE AND TECHNOLOGY, PROCEEDINGS: ARCHITECTURE IN HARMONY, 2006, : 869 - 872