Lung cancer detection from X-ray images by combined backpropagation neural network and PCA
Author
Source
Engineering and Technology Journal
Issue
Vol. 37, Issue 5A (31 May. 2019), pp.166-171, 6 p.
Publisher
Publication Date
2019-05-31
Country of Publication
Iraq
No. of Pages
6
Main Subjects
Engineering & Technology Sciences (Multidisciplinary)
Abstract EN
The lungs are portion of a complex unit, enlarging and relaxing numerus times every day to supply oxygen and exude CO2.
Lung disease might occur from troubles in any part of it.
Carcinoma often called Cancer is the generally rising and it is the most harmful disease happened in humankind.Carcinoma occurs because of uncontrolled growth of malignant cells inside the tissues of the lungs.
Earlier diagnosis of cancer can help save large numbers of lives, while any delay or fail in detection may cause additional serious problems leading to sudden fatal death.
The objective of this study is to design an automated system with an ability to improve the detection process in order to perform advanced recognition of the disease.
The diagnosis techniques include: X-rays, MRI, CT images etc.
X-ray is the common and low-cost technique that is widely used and it is relatively available for everyone.
Rather than new techniques like CT and MRI, X-ray is human dependable, meaning it needs a Doctor and X-ray specialist in order to determine lung cases, so developing a system which can enhance and aid in diagnosis, can help specialist to determine cases in easily.
American Psychological Association (APA)
Abd, Isra S.. 2019. Lung cancer detection from X-ray images by combined backpropagation neural network and PCA. Engineering and Technology Journal،Vol. 37, no. 5A, pp.166-171.
https://search.emarefa.net/detail/BIM-892952
Modern Language Association (MLA)
Abd, Isra S.. Lung cancer detection from X-ray images by combined backpropagation neural network and PCA. Engineering and Technology Journal Vol. 37, no. 5A (2019), pp.166-171.
https://search.emarefa.net/detail/BIM-892952
American Medical Association (AMA)
Abd, Isra S.. Lung cancer detection from X-ray images by combined backpropagation neural network and PCA. Engineering and Technology Journal. 2019. Vol. 37, no. 5A, pp.166-171.
https://search.emarefa.net/detail/BIM-892952
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 171
Record ID
BIM-892952