Skin cancer detection using support vector machine

ISBN-13: 9786200528971 / Angielski / Miękka / 2020 / 60 str.

Neela Guruswamy

Opis

Skin cancer is an abnormal growth of skin cells in today's modern world, most often develops on body exposed to sun light, but it can occur anywhere on the body. Most of the skin cancer at beginning stage is curable. Patient's life can be saving from skin cancer by early & fast detection. Early detection of skin cancer in achievable at beginning stage with the new technology. Biopsy method was used to detect the cancer in the earlier days. During biopsy, it is done by removing small amount of skin tissues and that sample goes to examine under a various laboratories. This method was time consuming and less accurate as after the biopsy the analysis process was lengthy and sometimes wrongly diagnosed. In case if the diagnosis was correct there was the possibility of spreading of diseases to other parts of patient body before treatment. To overcome all the obstructers in the detection the Support vector Machine (SVM) is proposed this is more effective and efficient. This technique has inspired the initial detection of skin cancer and it doesn't require applying oil on the infection skin to achieve clear sharp images of your moles. So this approach is quicker and cleaner.

O autorze

Guruswamy, Neela
Mrs. Neela A G , Assistant Professor of JSS Academy of Technical Education, Bangalore and Research Scholar of JSS Science and Technological university, Mysore. Life time member of ISTE, and have published 3 international journals and have attended 2 conferences, guided UG students in there smooth conduction of the projects.