Recent Advancements in Detection of Cancer Using Various Soft Computing Techniques for MR Images

作者: Ravindra Kr. Purwar , Varun Srivastava

DOI: 10.1007/978-981-10-6872-0_10

关键词: Artificial intelligenceArtificial neural networkSoft computingFuzzy logicImage processingCancerPattern recognitionMr imagesSupport vector machines svmsComputer science

摘要: Cancer is a lethal disease if not detected in an early stage. This paper presents outline of different types cancers and recent advancement soft computing techniques for their detection. It focuses on how image processing are optimized using neural networks, fuzzy logic, genetic algorithms to detect cancers.

参考文章(42)
Dan C. Cireşan, Alessandro Giusti, Luca M. Gambardella, Jürgen Schmidhuber, Mitosis detection in breast cancer histology images with deep neural networks. medical image computing and computer-assisted intervention. ,vol. 16, pp. 411- 418 ,(2013) , 10.1007/978-3-642-40763-5_51
W. Jai Singh, A. K. Santra, S. Deva Arul, Detection of Microcalcifications Using Pixcals Refined Bandwidth Algorithm in Digitized Mammograms International Journal of Tomography and Simulation. ,vol. 16, pp. 81- 90 ,(2011)
K. Divyadarshini, R. Vanithamani, Segmentation of Mammographic Masses Using Gray Level Thresholding International Journal of Tomography and Simulation. ,vol. 28, pp. 22- 32 ,(2015)
P. Shanthakumar, P. Ganeshkumar, Performance analysis of classifier for brain tumor detection and diagnosis Computers & Electrical Engineering. ,vol. 45, pp. 302- 311 ,(2015) , 10.1016/J.COMPELECENG.2015.05.011
Asra Aslam, Ekram Khan, M.M. Sufyan Beg, Improved edge detection algorithm for brain tumor segmentation Procedia Computer Science. ,vol. 58, pp. 430- 437 ,(2015) , 10.1016/J.PROCS.2015.08.057
Yongjun Wu, Yiming Wu, Jing Wang, Zhen Yan, Lingbo Qu, Bingren Xiang, Yiguo Zhang, An optimal tumor marker group-coupled artificial neural network for diagnosis of lung cancer Expert Systems With Applications. ,vol. 38, pp. 11329- 11334 ,(2011) , 10.1016/J.ESWA.2011.02.183
J. Dheeba, N. Albert Singh, S. Tamil Selvi, Computer-aided detection of breast cancer on mammograms Journal of Biomedical Informatics. ,vol. 49, pp. 45- 52 ,(2014) , 10.1016/J.JBI.2014.01.010
Carlos Arizmendi, Alfredo Vellido, Enrique Romero, None, Classification of human brain tumours from MRS data using Discrete Wavelet Transform and Bayesian Neural Networks Expert Systems With Applications. ,vol. 39, pp. 5223- 5232 ,(2012) , 10.1016/J.ESWA.2011.11.017
Nooshin Nabizadeh, Miroslav Kubat, Brain tumors detection and segmentation in MR images Computers & Electrical Engineering. ,vol. 45, pp. 286- 301 ,(2015) , 10.1016/J.COMPELECENG.2015.02.007