New proposal of viral genome representation applied in the ...

We developed a new proposal for gene sequence representation with Genomic Signal Processing techniques for the work presented in this paper.

New proposal of viral genome representation applied in ... - PubMed

We developed a new proposal for gene sequence representation with Genomic Signal Processing techniques for the work presented in this paper.

(PDF) New proposal of viral genome representation applied in the ...

Due to the rapid spread of the virus, the scientific community has made efforts to develop techniques for the viral classification of SARS-CoV-2. Results In ...

New proposal of viral genome representation applied in the ...

New proposal of viral genome representation applied in the classification of SARS-CoV-2 with deep learning · Luísa C. de Souza, Karolayne S. Azevedo, +2 authors

New proposal of viral genome representation applied in the ...

This article is in the 55th percentile (ranked 184,091st) of the 425,187 tracked articles of a similar age in all journals and the 50th percentile (ranked ...

Classification of SARS-CoV-2 and non-SARS-CoV-2 using machine ...

... DNA synthesized from the single-stranded RNA virus ... New proposal of viral genome representation applied in the classification of SARS-CoV-2 with deep learning.

New proposal of viral genome representation applied in the ...

Conclusions. The classification results obtained, in comparison to the results produced using other state-of-the-art representation techniques, ...

New proposal of viral genome representation applied in the ... - OUCI

... new proposal for gene sequence representation ... New proposal of viral genome representation applied in the classification of SARS-CoV-2 with deep learning.

New Proposal of Viral Genome Representation Applied in the ...

Data and code associated with a new strategy for representing viral cDNA sequences, such as SARS-CoV-2, using a set of genomic signal ...

(PDF) New proposal of viral genome representation applied in the ...

First, we applied the mapping approach to samples of six viral species of the Coronaviridae family, which belongs SARS-CoV-2 Virus. We then used the sequence ...

New proposal of viral genome representation applied in the ... - Gale

Gale OneFile includes New proposal of viral genome representation applied in by Luísa C. de Souza, Karolayne S. Azevedo. Click to explore.

New proposal of viral genome representation applied in the ... - BVS

New proposal of viral genome representation applied in the classification of SARS-CoV-2 with deep learning. de Souza, Luísa C; Azevedo, Karolayne S; ...

The architecture of the CNN behind the Viral Genome Deep Classifier

... general architecture of the convolutional neural network behind the proposed VGDC approach for genome classification is presented in Figure 1. This is a ...

Viral genome sequencing methods: benefits and pitfalls of current ...

As nucleic acid sequencing methodologies have emerged, viral genomes have been among the primary targets for adoption of these new technologies.

Classification of SARS-CoV-2 viral genome sequences using ...

Abstract · Graphical abstract · Similar content being viewed by others · New proposal of viral genome representation applied in the classification ...

Deep learning guided prediction modeling of dengue virus evolving ...

∙ Azevedo, K.S. ∙ de Souza, J.G. ... New proposal of viral genome representation applied in the classification of SARS-CoV-2 with deep learning. BMC Bioinf ...

SARS-CoV-2 virus classification based on stacked sparse ...

They used a digital signal processing (DSP) methods, called Genomic signal processing (GSP), that converts the nucleotide sequence into a graphical ...

A dynamic nomenclature proposal for SARS-CoV-2 lineages to ...

... new reality of large-scale real-time generation of virus genome sequences. The nomenclature system is not intended to represent every evolutionary change in ...

Deep learning based on biologically interpretable genome ...

Here, we aimed to design a novel method of dinucleotide composition representation (DCR) to learn the general human adaptation of CoVs and build ...

A dynamic nomenclature proposal for SARS-CoV-2 lineages to ...

No new data have been reported. The viral genome sequences used in this paper are publicly available from GISAID (http://gisaid.org). A ...