The results showed that for each of four new COVID-19 kits (Flowflex, DeepBlue, Jinwofu, and ACON IgG/IgM), the model achieved maximum classification accuracy using just 16, 14, 10, and 18 zone images, respectively (Fig. 4). This evidence concerns the gene CD40LG and COVID-19.