Knowledge-aware deep framework for collaborative skin lesion segmentation and melanoma recognition

• Main Authors: Wang, Xiaohong, Jiang, Xudong, Ding, Henghui, Zhao, Yuqian, Liu, Jun
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Electrical and electronic engineering; Melanoma Diagnosis; Knowledge-Aware Deep Framework
• Online Access: https://hdl.handle.net/10356/161419
• Institution: Nanyang Technological University

Deep learning techniques have shown their superior performance in dermatologist clinical inspection. Nevertheless, melanoma diagnosis is still a challenging task due to the difficulty of incorporating the useful dermatologist clinical knowledge into the learning process. In this paper, we propos...