A Hybrid COVID-19 Detection Model Using an Improved Marine Predators Algorithm and a Ranking-Based Diversity Reduction Strategy
Detection Principle
Imaging-X-ray
Target
Lung
Testing Method Category
Testing Method
Imaging-X-ray
Testing Method - Additional Info
a new hybrid model to detect the COVOD-19 using an improved marine predators algorithm (IMPA) and a ranking-based diversity reduction (RDR) strategy
Reported Performance
The performance of the proposed IMPA algorithm is shown to outperform all other investigated algorithms in the fitness values, Std, and a range of threshold metrics. In addition, the performance of the proposed model and EO was shown to be convergent on all the thresholds level in SSIM and UQI metrics.
Sample Size
Assay Type
Peer-reviewed
yes
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