DocumentCode
2347645
Title
Detection of Lung Cancer Using Content Based Medical Image Retrieval
Author
Agarwal, Ritika ; Shankhadhar, Ankit ; Sagar, Raj Kumar
Author_Institution
Amity Sch. of Eng. & Technol., Amity Univ., Noida, India
fYear
2015
fDate
21-22 Feb. 2015
Firstpage
48
Lastpage
52
Abstract
This paper is a review of the literature on detection of lung cancer using medical content based image retrieval. Lung cancer is prominent cancer as it states large number of deaths of more than a million every year. It creates need of detecting the lung nodule at early stage in Computer Tomography medical images. So to detect the occurrence of cancer nodule at early stage, the requirement of methods and techniques is increasing. There are different methods and techniques existing but none of them provide a better accuracy of detection. This provides content based image retrieval Computer Aided Diagnosis System (CAD) for early detection of lung nodules from the Chest Computer Tomography (CT) images. There are various phases described in the proposed CAD system. These are extraction of lung region from chest computer tomography (CT) images, segmentation of the lung region, feature extraction from the segmented region, and the classification of occurrence and non-occurrence of cancer in the lung. This paper describes the available literature and the techniques used for the detection of lung cancer.
Keywords
computerised tomography; content-based retrieval; feature extraction; image retrieval; lung; medical image processing; patient diagnosis; CAD; CT; chest computer tomography images; computer tomography medical images; content based image retrieval computer aided diagnosis system; content based medical image retrieval; feature extraction; lung cancer detection; lung nodule detection; lung region; segmented region; Cancer; Feature extraction; Image segmentation; Kernel; Lungs; Medical diagnostic imaging; CAD system; feature extraction; image retrieval; similarity index;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Computing & Communication Technologies (ACCT), 2015 Fifth International Conference on
Conference_Location
Haryana
Print_ISBN
978-1-4799-8487-9
Type
conf
DOI
10.1109/ACCT.2015.33
Filename
7079050
Link To Document