Can I read Skin Lesion Classification: Scrutiny of Learning-Based Methods on EtoBox?

Skin Lesion Classification: Scrutiny of Learning-Based Methods by Yashandeep Kaur; Parneet Kaur; Manish Kumar is a book available to read on EtoBox.

What is Skin Lesion Classification: Scrutiny of Learning-Based Methods about?

In this advanced era of technology, learning-based methods or models are popular among various applications, even in medical imaging. For example, several disease detection systems utilize this technology and help doctors in early diagnostics. However, the body's internal organs' outermost layer of defence is their skin. Unfortunately, the prevalence of numerous skin conditions is rising today due to increased pollution and many other causes. Categorizing skin lesions is a complex process since they come in various shapes and kinds, and now learning-based methods also help in this field. So, this paper elaborates on the current state of work using learning-based methods and highlights their shortcomings to analyse the future scope of the technology. Moreover, this paper also demonstrates the details of the imaging techniques and benchmark datasets for skin lesion detection.

Author

Yashandeep Kaur; Parneet Kaur; Manish Kumar

Publisher

Springer International Publishing

Published

2023

Language

EN

ISBN

9783031373022

Subjects

Engineering, Computer Science, Business