Covidex: an ultrafast and accurate tool for virus subtyping
Marco CacciabueiD, Pablo AguileraiD, María Inés GismondiiD, Oscar Alberto TabogaiD
Abstract
Covidex is an open-source, alignment-free machine learning subtyping tool for viral species. It is a shiny app that allows a fast and accurate classification in pre-defined clusters for SARS-CoV-2 and FMDV genome sequences. The user can also build its own classification models with the Covidex model generator. AvailabilityCovidex is open-source, cross-platform compatible, and is available under the terms of the GNU General Public License v3 (http://www.gnu.org/licenses/gpl.txt). Covidex is available via SourceForge https://sourceforge.net/projects/covidex or the web application https://cacciabue.shinyapps.io/shiny2/ Contactcacciabue.marco@inta.gob.ar; marcocacciabue@yahoo.com
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 3
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- idCOV: a pipeline for quick clade identification of SARS-CoV-2 isolates
Xun Zhu, Ti-Cheng Chang, … Gang Wu·bioRxiv·Oct 8, 2020
- Partial RdRp sequences offer a robust method for Coronavirus subgenus classification
D. A. Wilkinson, L. Joffrin, … P. Mavingui·bioRxiv·Mar 2, 2020
- COVATOR: A Software for Chimeric Coronavirus Identification
Peter Tharwat Habib·bioRxiv·Nov 14, 2020
- Genome Detective Coronavirus Typing Tool for rapid identification and characterization of novel coronavirus genomes
Sara Cleemput, Wim Dumon, … Túlio de Oliveira·BioinformaticsPeer-reviewed·Feb 25, 2020
- COVIDier: A Deep-learning Tool For Coronaviruses Genome And Virulence Proteins Classification
P. Habib, A. M. Alsamman, … A. Hamwieh·bioRxiv·May 3, 2020
- Accurate and Fast Clade Assignment via Deep Learning and Frequency Chaos Game Representation
Jorge Avila Cartes, Santosh Kumar Anand, … Gianluca Della Vedova·GigaSciencePeer-reviewed·Dec 28, 2022