Optimizing the molecular diagnosis of Covid-19 by combining RT-PCR and a pseudo-convolutional machine learning approach to characterize virus DNA sequences
Juliana Carneiro Gomes, Aras Ismael Masood, Leandro Honorato de S. Silva, Janderson Ferreira, Agostinho Freire, Allana Lais dos Santos Rocha, Letícia Castro, Nathália Regina Cauás da Silva, Bruno Fernandes, Wellington Pinheiro dos Santos
This paper combines RT-PCR with a pseudo-convolutional machine learning approach to improve the molecular diagnosis of SARS-CoV-2 by enhancing sensitivity and specificity in identifying virus DNA sequences.
bioRxiv · Jun 2, 2020 · PreprintBioinformatics