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Measurement of Body Surface Area for Psoriasis Using U-net Models
Yih Lon Lin,
Adam Huang
, Chung Yi Yang, Wen Yu Chang
認知智慧與精準健康照護研究中心
生醫科學與工程學系
研究成果
:
雜誌貢獻
›
期刊論文
›
同行評審
14
引文 斯高帕斯（Scopus）
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Keyphrases
U-Net
100%
Psoriasis
100%
Body Surface Area
100%
Patch Size
22%
Lesion Segmentation
22%
Dermatologist
22%
High-resolution
11%
Treatment Strategy
11%
Segmentation Method
11%
Deep Learning
11%
Machine Learning Techniques
11%
High-resolution Image
11%
Precise Measurement
11%
Visual Evaluation
11%
Surface Area Measurement
11%
Trunk
11%
Naked-eye
11%
Disease Severity
11%
Neural Network Prediction
11%
Anatomical Location
11%
Body Area
11%
Predicted Image
11%
Artificial Neural Network Prediction
11%
High-resolution Estimation
11%
Interclass Correlation Coefficient
11%
Ground Truth Image
11%
Computer Science
U-Net
100%
Lesion Segmentation
40%
Prediction Model
20%
Segmentation Method
20%
Resolution Image
20%
Disease Severity
20%
Resolution Estimation
20%
Ground Truth Image
20%
Treatment Strategy
20%
Deep Learning Method
20%
Machine Learning
20%
Learning System
20%
Artificial Neural Network
20%
Engineering
Body Surface
100%
High Resolution
33%
Test Dataset
16%
Precise Measurement
16%
Machine Learning Method
16%
Naked Eye
16%
Resolution Image
16%
Based Segmentation Method
16%
Resolution Estimation
16%
Ground Truth Image
16%
Deep Learning Method
16%
Artificial Neural Network
16%