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
Forlani C, Bhatt S, Cameletti M, et al.Forlani C, Bhatt S, Cameletti M, Krainski E, Blangiardo M close, 2020, A joint bayesian space-time model to integrate spatially misaligned air pollution data in R-INLA, Environmetrics, ISSN:1099-095X
Okell LC, Verity R, Watson OJ, et al.Okell LC, Verity R, Watson OJ, Mishra S, Walker P, Whittaker C, Katzourakis A, Donnelly CA, Riley S, Ghani AC, Gandy A, Flaxman S, Ferguson NM, Bhatt S close, 2020, Have deaths from COVID-19 in Europe plateaued due to herd immunity?, Lancet, Vol:395, Pages:e110-e111
Hogan A, Jewell B, Sherrard-Smith E, et al.Hogan A, Jewell B, Sherrard-Smith E, Watson O, Whittaker C, Hamlet A, Smith J, Winskill P, Verity R, Baguelin M, Lees J, Whittles L, Ainslie K, Bhatt S, Boonyasiri A, Brazeau N, Cattarino L, Cooper L, Coupland H, Cuomo-Dannenburg G, Dighe A, Djaafara A, Donnelly C, Eaton J, van Elsland S, Fitzjohn R, Fu H, Gaythorpe K, Green W, Haw D, Hayes S, Hinsley W, Imai N, Laydon D, Mangal T, Mellan T, Mishra S, Parag K, Thompson H, Unwin H, Vollmer M, Walters C, Wang H, Ferguson N, Okell L, Churcher T, Arinaminpathy N, Ghani A, Walker P, Hallett T close, 2020, Potential impact of the COVID-19 pandemic on HIV, TB and malaria in low- and middle-income countries: A Modelling Study, The Lancet Global Health, ISSN:2214-109X
Walker PGT, Whittaker C, Watson OJ, et al.Walker PGT, Whittaker C, Watson OJ, Baguelin M, Winskill P, Hamlet A, Djafaara BA, Cucunubá Z, Olivera Mesa D, Green W, Thompson H, Nayagam S, Ainslie KEC, Bhatia S, Bhatt S, Boonyasiri A, Boyd O, Brazeau NF, Cattarino L, Cuomo-Dannenburg G, Dighe A, Donnelly CA, Dorigatti I, van Elsland SL, FitzJohn R, Fu H, Gaythorpe KAM, Geidelberg L, Grassly N, Haw D, Hayes S, Hinsley W, Imai N, Jorgensen D, Knock E, Laydon D, Mishra S, Nedjati-Gilani G, Okell LC, Unwin HJ, Verity R, Vollmer M, Walters CE, Wang H, Wang Y, Xi X, Lalloo DG, Ferguson NM, Ghani AC close, 2020, The impact of COVID-19 and strategies for mitigation and suppression in low- and middle-income countries, Science, Vol:369, ISSN:0036-8075, Pages:413-422
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