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Detection of melanoma using image processing techniques driven TDS index
Other Title(s)
الكشف عن الميلانوما باستخدام تقنيات معالجة الصور
Joint Authors
Hasan, Muhammad Sayyid Ahmad
Dunya, Nuha Samir
Mahmud, Tariq Ahmad
al-Samahi, Mayy Husayn
Source
Journal of Environmental Science
Issue
Vol. 46, Issue 2 (30 Jun. 2019), pp.35-46, 12 p.
Publisher
Ain Shams University Institute of Environmental Studies and Rese Arch Accredited
Publication Date
2019-06-30
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Earth Sciences, Water and Environment
Topics
Abstract EN
Skin cancer exists in different forms such as: Melanoma, Basal and Squamous Cell Carcinoma, among which Melanoma is the most dangerous and unpredictable skin cancer.
In this paper, we implement an image processing technique for the detection of Melanoma skin cancer, in which the input to the system is the skin lesion image.
This image proceeds with the image preprocessing methods such as conversion of (Red, Green, Blue)RGB image to gray scale image, noise removal, hair removal and so on.
Moreover thresholding is used to segment the images followed by feature extraction that includes parameters such as: Asymmetry, Border irregularity, Color and Diameter (ABCD).
Finally, the total Dermoscopic score (TDS) is calculated and decision is to be taken whether the cancer is Melanoma or not
American Psychological Association (APA)
Hasan, Muhammad Sayyid Ahmad& Dunya, Nuha Samir& Mahmud, Tariq Ahmad& al-Samahi, Mayy Husayn. 2019. Detection of melanoma using image processing techniques driven TDS index. Journal of Environmental Science،Vol. 46, no. 2, pp.35-46.
https://search.emarefa.net/detail/BIM-1119527
Modern Language Association (MLA)
Hasan, Muhammad Sayyid Ahmad…[et al.]. Detection of melanoma using image processing techniques driven TDS index. Journal of Environmental Science Vol. 46, no. 2 (Jun. 2019), pp.35-46.
https://search.emarefa.net/detail/BIM-1119527
American Medical Association (AMA)
Hasan, Muhammad Sayyid Ahmad& Dunya, Nuha Samir& Mahmud, Tariq Ahmad& al-Samahi, Mayy Husayn. Detection of melanoma using image processing techniques driven TDS index. Journal of Environmental Science. 2019. Vol. 46, no. 2, pp.35-46.
https://search.emarefa.net/detail/BIM-1119527
Data Type
Journal Articles
Language
English
Notes
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Record ID
BIM-1119527