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Hierarchy-aware contrastive learning with late fusion for skin lesion classification
Benny Wei Yun Hsu,
Vincent S. Tseng
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此作品的通信作者
數據科學與工程研究所
新世代功能性物質研究中心
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31
引文 斯高帕斯（Scopus）
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Keyphrases
Hierarchy-aware
100%
Late Fusion
100%
Contrastive Learning
100%
Skin Lesion Classification
100%
Misclassification
50%
Multi-class
30%
Contrastive Loss
20%
Medical Field
10%
Deep Learning Methods
10%
Machine Learning Learning
10%
Deep Machine Learning
10%
Hierarchical Structure
10%
Classification Performance
10%
Skin Cancer
10%
Error Rate
10%
Computer-aided Diagnosis (CADx)
10%
Multi-class Classification
10%
Evaluation Metrics
10%
Fusion Method
10%
Incidence Rate
10%
Type Errors
10%
New Loss Function
10%
Minority Class
10%
Skin Lesion Datasets
10%
ISIC 2019
10%
Skin Disease Classification
10%
Imbalanced Class Distribution
10%
Computer Science
Contrastive Learning
100%
Classification Performance
25%
Contrastive Loss
25%
Deep Learning Method
25%
Research Topic
12%
Multiclass Classification
12%
Evaluation Metric
12%
Multi Class Classification
12%
Aided Diagnosis
12%
Minority Class
12%
Class Distribution
12%
Baseline Model
12%
Incidence Rate
12%
Machine Learning
12%
Learning System
12%
Engineering
Major Type
100%
Misclassification
62%
Classification Performance
25%
Deep Learning Method
25%
Metrics
12%
Error Rate
12%
Loss Function
12%
Multiclass Classification
12%
Computer Aided Diagnosis
12%
Medical Field
12%
Class Distribution
12%
Learning System
12%