Few-shot Learning Framework Based on Adaptive Subspace for Skin Disease Classification

Author:

Zhou Chuan1,Sun Mengqi1,Chen Leiting1,Cai Anping1,Fang Jiahao1

Affiliation:

1. University of Electronic Science and Technology of China,Key Laboratory of Digital Media Technology of Sichuan Province, School of Computer Science and Engineering,Chengdu,Sichuan Province,China,611731

Publisher

IEEE

Reference33 articles.

1. Incidence Estimate of Nonmelanoma Skin Cancer (Keratinocyte Carcinomas) in the US Population, 2012

2. Skin conditions and related need for medical care among persons 174 years. United States 19711974;Johnson;Vital Health Stat,1978

3. Deep Learning in Skin Disease Image Recognition: A Review

4. Automating skin disease diagnosis using image classification;Okuboyejo

5. Segmentation and Classification of Skin Lesions for Disease Diagnosis

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Boosting few-shot rare skin disease classification via self-supervision and distribution calibration;Biomedical Engineering Letters;2024-05-20

2. Multi-modal Contrastive-Generative Pre-training for Fine-grained Skin Disease Diagnosis;2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM);2023-12-05

3. Dynamic Subcluster-Aware Network for Few-Shot Skin Disease Classification;IEEE Transactions on Neural Networks and Learning Systems;2023

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