Skip to main content
COVID-19 In Vitro Diagnostic Devices and Test Methods Database

Scientific literature on COVID-19 Test Methods and Devices - detail

A Hybrid COVID-19 Detection Model Using an Improved Marine Predators Algorithm and a Ranking-Based Diversity Reduction Strategy

Detection Principle
Testing Method Category
Testing Method
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

The database contains available information from scientific literature that is being updated periodically. Please note that the provided information (as retrieved from analysed papers) is provided only for devices commercially available with CE-IVD mark. Acknowledgements