3 papers
q-bio.PE2021
Immunity-induced criticality of the genotype network of influenza A (H3N2) hemagglutinin
Blake J. M. Williams, C. Brandon Ogbunugafor, Benjamin M. Althouse +1
Seasonal influenza kills hundreds of thousands every year, with multiple constantly-changing strains in circulation at any given time. A high mutation rate enables the influenza vi…
cs.LG2020
Deep Learning Models for Early Detection and Prediction of the spread of Novel Coronavirus (COVID-19)
Devante Ayris, Kye Horbury, Blake Williams +4
SARS-CoV2, which causes coronavirus disease (COVID-19) is continuing to spread globally and has become a pandemic. People have lost their lives due to the virus and the lack of cou…
q-bio.PE2020
Localization, epidemic transitions, and unpredictability of multistrain epidemics with an underlying genotype network
Blake J. M. Williams, Guillaume St-Onge, Laurent Hébert-Dufresne
Mathematical disease modelling has long operated under the assumption that any one infectious disease is caused by one transmissible pathogen spreading among a population. This par…