of Infectious Diseases
Research and Consulting Group
Machine Learning for Multiscale Analysis of Biomedical Data
Dissecting the dynamics between survivors versus non-survivors
Overview: Ebola virus (EBOV) was characterized for the first time in 1976 close to the Ebola River, since then, outbreaks of EBOV among humans have appeared sporadically causing high death tolls. EBOV is one of the most lethal pathogens, killing a large proportion of patients within 5–7 days.
State of the art: Deaths caused by EBOV are predominantly associated with uncontrolled viremia and lack of an effective immune response. However, knowledge of the pathogenesis of the disease and its immune response is still largely fragmented. Existing vaccines provided promising results to tackle EBOV infection, however, the process of finding the optimal dose and timing of injection of an experimental vaccine candidate into clinical trials is time-consuming and expensive.
Our research in Ebola infection aims to:
Relevant Publications in this Field: