My interests lie in the development and application of inferential mathematical models to address policy-relevant questions about infectious diseases. My main areas of research concern Malaria and HIV. Methodologically, I am interested in spatial statistics, Gaussian processes, kernel machines and machine learning.
et al., 2020, Tracking progress towards malaria elimination in China: Individual-level estimates of transmission and its spatiotemporal variation using a diffusion network approach., Plos Comput Biol, Vol:16
et al., 2020, Mapping malaria seasonality in Madagascar using health facility data, Bmc Medicine, Vol:18, ISSN:1741-7015
et al., 2019, Spatial analysis made easy with linear regression and kernels, Epidemics, Vol:29, ISSN:1755-4365
et al., 2019, Identifying residual hotspots and mapping lower respiratory infection morbidity and mortality in African children from 2000 to 2017, Nature Microbiology, Vol:4, ISSN:2058-5276, Pages:2310-2318
et al., 2019, The changing landscape of Plasmodium falciparum drug resistance in the Democratic Republic of Congo, Bmc Infectious Diseases, Vol:19