Abstract In response to the relentless mutation of the coronavirus disease. current artificial intelligence algorithms for the automated diagnosis of COVID-19 via CT imaging exhibit suboptimal accuracy and efficiency. This manuscript proposes a multi-objective optimization algorithm (MOAOA) to enhance the BiLSTM model for COVID-19 automated diagnosis. The proposed approach involves co... https://danddcollectiblers.shop/product-category/wine-glass/