SSD-KD: a self-supervised diverse knowledge distillation method for lightweight skin lesion classification using dermoscopic images

• Main Authors: Wang, Yongwei, Wang, Yuheng, Cai, Jiayue, Lee, Tim K., Miao, Chunyan, Wang, Jane Z.
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Deep Learning; Dermoscopy
• Online Access: https://hdl.handle.net/10356/169051
• Institution: Nanyang Technological University

Skin cancer is one of the most common types of malignancy, affecting a large population and causing a heavy economic burden worldwide. Over the last few years, computer-aided diagnosis has been rapidly developed and make great progress in healthcare and medical practices due to the advances in artif...