DocumentCode
1776590
Title
A survey on recent computer-aided diagnosis of Melanoma
Author
Sathiya, S. Binu ; Kumar, Sahoo Subhendu ; Prabin, A.
Author_Institution
Noorul Islam Univ., Kumaracoil, India
fYear
2014
fDate
10-11 July 2014
Firstpage
1387
Lastpage
1392
Abstract
This paper reviews the earlier period and current technologies for skin cancer detections. Malignant melanoma is one of the most common and the deadliest type of skin cancer. Skin cancer is commonly known as Melanoma. Skin Cancers are of two types- Benign and Malignant Melanoma. Melanoma can be cured completely if it is detected early. Both benign and malignant melanoma resembles similar in appearance at the initial stages. So it is difficult to differentiate both. This is a main problem with the early skin cancer detection. Only an expert dermatologist can classify which one is benign and which one is malignant. This work focuses on developing a new computer- aided diagnosis method for melanoma. With the aim of improving some of existing methods and developing new techniques to facilitate exact, prompt and dependable computer- based diagnosis of melanoma, this makes contributions in various stages of a computer-aided diagnostic system of melanoma; namely, image segmentation or border detection, feature extraction, feature selection, and classification.
Keywords
cancer; feature extraction; image classification; image segmentation; medical image processing; object detection; skin; benign melanoma; border detection; computer-aided diagnosis; dermatologist; feature extraction; feature selection; image classification; image segmentation; malignant melanoma; melanoma diagnosis; skin cancer detection; Cancer; Classification algorithms; Feature extraction; Image segmentation; Lesions; Malignant tumors; Skin; CAD (Computer Analysis of Dermoscopy); Dermoscopy; Melanoma; Skin Cancer; feature extraction; segmentation;
fLanguage
English
Publisher
ieee
Conference_Titel
Control, Instrumentation, Communication and Computational Technologies (ICCICCT), 2014 International Conference on
Conference_Location
Kanyakumari
Print_ISBN
978-1-4799-4191-9
Type
conf
DOI
10.1109/ICCICCT.2014.6993179
Filename
6993179
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