System Inference Via Field Inversion for the Spatio-Temporal Progression of Infectious Diseases: Studies of COVID-19 in Michigan and Mexico
Sign Up to like & getrecommendations! Published in 2021 at "Archives of Computational Methods in Engineering"
DOI: 10.1007/s11831-021-09643-1
Abstract: We present an approach to studying and predicting the spatio-temporal progression of infectious diseases. We treat the problem by adopting a partial differential equation (PDE) version of the Susceptible, Infected, Recovered, Deceased (SIRD) compartmental model… read more here.
Keywords: field inversion; spatio temporal; temporal progression;
Extracting proteins involved in disease progression using temporally connected networks
Sign Up to like & getrecommendations! Published in 2018 at "BMC Systems Biology"
DOI: 10.1186/s12918-018-0600-z
Abstract: BackgroundMetabolic disorders such as obesity and diabetes are diseases which develop gradually over time in an individual and through the perturbations of genes. Systematic experiments tracking disease progression at gene level are usually conducted giving… read more here.
Keywords: temporal progression; network; proteins involved; disease progression ... See more keywords