This report was written by the Imperial College Team in 2018 funded by The Wellcome Trust and the UK Foreign, Commonwealth and Development Office to identify gaps and potential opportunities in the science of using advanced analytics, mathematical models, and epidemiological research during major outbreaks of infectious diseases.