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A hybrid approach based on genetic algorithms in conjunction with statistical methods for the diagnosis of breast cancer

หน่วยงาน Central Queensland University, Australia

รายละเอียด

ชื่อเรื่อง : A hybrid approach based on genetic algorithms in conjunction with statistical methods for the diagnosis of breast cancer
นักวิจัย : Verma, Brijesh. , Zhang, Ping. , Kumar, Kuldeep.
คำค้น : Breast Radiography. , Genetic algorithms. , 700102 Application tools and system utilities. , 280212 Neural Networks, Genetic Alogrithms and Fuzzy Logic , 280207 Pattern Recognition , 280208 Computer Vision , 890202 Application Tools and System Utilities. , 8902 Computer Software and Services. , 89 Information and Communication Services. , 080108 Neural, Evolutionary and Fuzzy Computation. , 0801 Artificial Intelligence and Image Processing. , 08 Information and Computing Sciences. , 080109 Pattern Recognition and Data Mining. , 080104 Computer Vision. , Hybrid Learning Algorithms -- Genetic Algorithms -- Digital Mammography , Book Chapter. Commercial publisher
หน่วยงาน : Central Queensland University, Australia
ผู้ร่วมงาน : -
ปีพิมพ์ : 2549
อ้างอิง : http://hdl.cqu.edu.au/10018/998
ที่มา : Verma, B, Zhang, P & Kumar, K 2006, 'A Hybrid Approach Based on Genetic Algorithms in Conjunction with Statistical Methods for the Diagnosis of Breast Cancer', in T Pham, H Yan & D Crane (eds), Advanced Computational Methods for Biocomputing and Bioimaging, Nova Science Publishers, Commack, N.Y.
ความเชี่ยวชาญ : -
ความสัมพันธ์ : Advanced computational methods for biocomputing and bioimaging / Tuan D. Pham, Hong Yan and Denis I. Crane, editors. Commack, N.Y. : Nova, 2006. Chapter 8, p. 167-188 22 pages 9 chapters 1600212786 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository.
ขอบเขตของเนื้อหา : -
บทคัดย่อ/คำอธิบาย :

This chapter reviews and presents genetic algorithms and statistical methods based approach for early detection and classification of breast cancer using digital mammography. A feature selection using genetic algorithms and statistical methods has been investigated and presented. Genetic algorithms and statistical methods have been combined and a hybrid system has been developed and tested on a benchmark database. A comparative analysis of the results is included in this chapter.

บรรณานุกรม :
Verma, Brijesh. , Zhang, Ping. , Kumar, Kuldeep. . (2549). A hybrid approach based on genetic algorithms in conjunction with statistical methods for the diagnosis of breast cancer.
    กรุงเทพมหานคร : Central Queensland University, Australia.
Verma, Brijesh. , Zhang, Ping. , Kumar, Kuldeep. . 2549. "A hybrid approach based on genetic algorithms in conjunction with statistical methods for the diagnosis of breast cancer".
    กรุงเทพมหานคร : Central Queensland University, Australia.
Verma, Brijesh. , Zhang, Ping. , Kumar, Kuldeep. . "A hybrid approach based on genetic algorithms in conjunction with statistical methods for the diagnosis of breast cancer."
    กรุงเทพมหานคร : Central Queensland University, Australia, 2549. Print.
Verma, Brijesh. , Zhang, Ping. , Kumar, Kuldeep. . A hybrid approach based on genetic algorithms in conjunction with statistical methods for the diagnosis of breast cancer. กรุงเทพมหานคร : Central Queensland University, Australia; 2549.