DSP-KD: Dual-Stage Progressive Knowledge Distillation for Skin Disease Classification

DSP-KD: Dual-Stage Progressive Knowledge Distillation for Skin Disease Classification

The increasing global demand for skin disease diagnostics emphasizes the urgent need for advancements in AI-assisted diagnostic technologies for dermatoscopic images. In current practical medical systems, the primary challenge is balancing lightweight models with accurate image analysis to address c...

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Bibliographic Details
Main Authors: Xinyi Zeng, Zhanlin Ji, Haiyang Zhang, Rui Chen, Qinping Liao, Jingkun Wang, Tao Lyu, Li Zhao
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Bioengineering
Subjects:
skin disease classification
knowledge distillation
diverse knowledge
ISIC2019
Online Access:https://www.mdpi.com/2306-5354/11/1/70

Internet

https://www.mdpi.com/2306-5354/11/1/70

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