Melanoma Detection using Convolutional Neural Networks

Vasista Nampally; Abhinaya Mendu; Vijaya Katturi

Melanoma Detection using Convolutional Neural Networks

March 2023

Vol-9, Issue-2

Paper ID: 19321

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Science

Keywords

Convolutional neural networks skin cancer melanoma inception efficient net.

Abstract

Melanoma is one of the most prevalent and severe skin cancer disorders, being difficult to identify and creating major difficulties once it has progressed deeper. Melanomas come in a variety of forms, sizes, and colours, making it difficult to give complete warning indications. Although melanoma is normally treatable in its early stages, if it is not treated, it can spread deeper into the skin or other regions of the body, making treatment more difficult and eventually fatal. As a result, early detection of melanoma is critical. Neural Networks have made great progress in this sector, allowing melanomas to be detected using numerous previously acquired patterns while dealing with bigger datasets than a human specialist can handle. In our work, we analyzed different models for detecting melanomas to select the most accurate method for this purpose.

License

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Author Information

#	Name	Institute / Affiliation
1	Vasista Nampally	B V Raju Institute of Technology
2	Abhinaya Mendu	B V Raju Institute of Technology
3	Vijaya Katturi	B V Raju Institute of Technology

How to Cite

Use the following formats to cite this article in your research.

APA Style

Nampally, Vasista, Mendu, Abhinaya, & Katturi, Vijaya (2023). Melanoma Detection using Convolutional Neural Networks. International Journal of Advance Research and Innovative Ideas In Education, 9(2), 56-59.

MLA Style

Nampally, Vasista, et al. "Melanoma Detection using Convolutional Neural Networks." International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, 2023, pp. 56-59.

IEEE Style

Vasista Nampally, Abhinaya Mendu, and Vijaya Katturi, "Melanoma Detection using Convolutional Neural Networks," International Journal of Advance Research and Innovative Ideas In Education, vol. 9, no. 2, pp. 56-59, 2023.

Vancouver Style

Nampally Vasista, Mendu Abhinaya, Katturi Vijaya. Melanoma Detection using Convolutional Neural Networks. International Journal of Advance Research and Innovative Ideas In Education. 2023;9(2):56-59.

Harvard Style

Nampally, Vasista, Mendu, Abhinaya, & Katturi, Vijaya (2023) 'Melanoma Detection using Convolutional Neural Networks', International Journal of Advance Research and Innovative Ideas In Education, 9(2), pp. 56-59.

Chicago Style

Nampally, Vasista, Abhinaya Mendu, and Vijaya Katturi. "Melanoma Detection using Convolutional Neural Networks." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 56-59.

Turabian Style

Nampally, Vasista, Abhinaya Mendu, and Vijaya Katturi. "Melanoma Detection using Convolutional Neural Networks." International Journal of Advance Research and Innovative Ideas In Education 9, no. 2 (2023): 56-59.