Machine learning methods accurately predict host specificity of coronaviruses based on spike sequences alone
К. Г. Кузьмин, Ayotomiwa Ezekiel Adeniyi, Arthur Kevin DaSouza, Deuk Lim, Huyen N. Nguyen, Nuria Ramirez Molina, Lanqiao Xiong, Irene T. Weber, Robert W. Harrison
Topics & Concepts
CoronavirusHost (biology)Spike (software development)BiologyRandom forestOutbreakVirusComputational biologySevere acute respiratory syndrome coronavirus 2 (SARS-CoV-2)Decision treeVirologyCoronavirus disease 2019 (COVID-19)Artificial intelligenceGeneticsComputer scienceInfectious disease (medical specialty)DiseaseMedicinePathologySoftware engineeringSARS-CoV-2 and COVID-19 ResearchAnimal Virus Infections StudiesViral gastroenteritis research and epidemiology