Summary
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.
Publications
Journals
Routledge I, Lai S, Battle KE, 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
Nguyen M, Howes RE, Lucas TCD, et al., 2020, Mapping malaria seasonality in Madagascar using health facility data, Bmc Medicine, Vol:18, ISSN:1741-7015
Milton P, Coupland H, Giorgi E, et al., 2019, Spatial analysis made easy with linear regression and kernels, Epidemics, Vol:29, ISSN:1755-4365
Reiner RC, Welgan CA, Casey DC, 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
Deutsch-Feldman M, Aydemir O, Carrel M, et al., 2019, The changing landscape of Plasmodium falciparum drug resistance in the Democratic Republic of Congo, Bmc Infectious Diseases, Vol:19