Using some data mining techniques for earlydiagnosis of Lung cancer

Recent Researches in Artificial Intelligence, Knowledge Engineering and Data Bases - 10th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases, AIKED'11

Volumn , Issue , 2011, Pages 32-37

  Zubi, Zakaria Suliman ^a   Saad, Rema Asheibani ^b  

^a SIRTE UNIVERSITY   (Libyan Arab Jamahiriya)

^b UNIVERSITY OF TRIPOLI   (Libyan Arab Jamahiriya)

Author keywords

Association rule mining; Classification; Data mining; Early cancer diagnosing; Image recognition; Medical imaging; Neural networks

Indexed keywords

ASSOCIATION RULE MINING; CLASSIFICATION METHODS; DATA MINING TECHNIQUES; DATA PREPROCESSING; EARLY CANCER; LUNG CANCER; MACHINE LEARNING METHODS; MEDICAL DECISION MAKING; MEDICAL IMAGE MININGS; MEDICAL IMAGES; MULTIMEDIA DATABASE; NORMAL STATE; PATIENT STATE; RECOGNITION METHODS; RULE GENERATION;

ASSOCIATION RULES; BIOLOGICAL ORGANS; COMPUTERIZED TOMOGRAPHY; DATABASE SYSTEMS; DECISION MAKING; DIAGNOSIS; DISEASES; FEATURE EXTRACTION; GROWTH KINETICS; IMAGE PROCESSING; IMAGE RECOGNITION; KNOWLEDGE ENGINEERING; LEARNING SYSTEMS; MAGNETIC RESONANCE IMAGING; MEDICAL COMPUTING; MEDICAL EDUCATION; MEDICAL IMAGING; NEURAL NETWORKS; TISSUE; X RAYS;

DATA MINING;

EID: 79958714444     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Alex A. Freitas, A Genetic Programming Framework for Two Data Mining Tasks: Classification and Generalized Rule Induction, Page 1.
2. by Two Crows Corporation Introduction to Data Mining and Knowledge Discovery. Third Edition, 2005. ISBN: 1-892095-02-5, Pages 10, 11.
3. Developed by the National Collaborating Centre for Acute Care, Lung cancer The diagnosis and treatment of lung cancer, ISBN: 1-84257-920-7, Published by the National Institute for Clinical Excellence February 2005. Page 4.
4. * and Q. WENG. A survey of image classification methods and techniques for improving Classification performance. International Journal of Remote Sensing ISSN 0143-1161 print/ISSN 1366-5901 online # 2007 Taylor & Francis, Page 829
5. Jaba Sheela L and Dr.V. Shanthi An Approach for Discretization and Feature Selection Of Continuous-Valued Attributes in Medical Images for Classification Learning. International Journal of Computer Theory and Engineering, Vol. 1, No.2, June2009 1793-8201, Page 154.
6. Ji Zhang Wynne Hsu Mong Li Lee Image Mining: Issues, Frameworks and Techniques, Page1.
7. Margaret H. Dunham, Yongqiao Xiao Le Gruenwald, Zahid Hossain A SURVEY OF ASSOCIATION RULES. Page 9.
8. Maria-Luiza Antonie, Osmar R. Zaïane, Alexandru Coman Application of Data Mining Techniques for Medical Image Classification. Page 97.
9. Qingyu Zhang, Richard S. Segall VISUAL ANALYTICS OF MINING HUMAN LUNG CANCER DATA, Page 1.
10. Tianxia Gong, Chew Lim Tan, Tze Yun Leong, Cheng Kiang Lee, Boon Chuan Pang, C. C. Tchoyoson Lim, Qi Tian, Suisheng Tang, Zhuo Zhang, Text Mining in Radiology Reports. page 4.