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
Unwin HJT, Routledge I, Flaxman S, et al.Unwin HJT, Routledge I, Flaxman S, Rizoiu M-A, Lai S, Cohen J, Weiss DJ, Mishra S, Bhatt S close, 2021, Using Hawkes Processes to model imported and local malaria cases in near-elimination settings, Plos Computational Biology, Vol:17, Pages:e1008830-e1008830
Nouvellet P, Bhatia S, Cori A, et al.Nouvellet P, Bhatia S, Cori A, Ainslie K, Baguelin M, Bhatt S, Boonyasiri A, Brazeau N, Cattarino L, Cooper L, Coupland H, Cucunuba Perez Z, Cuomo-Dannenburg G, Dighe A, Djaafara A, Dorigatti I, Eales O, van Elsland S, NASCIMENTO F, Fitzjohn R, Gaythorpe K, Geidelberg L, green W, Hamlet A, Hauck K, Hinsley W, Imai N, Jeffrey, Jeffrey B, Knock E, Laydon D, Lees J, Mangal T, Mellan T, Nedjati Gilani G, Parag K, Pons Salort M, Ragonnet-Cronin M, Riley S, Unwin H, Verity R, Vollmer M, Volz E, Walker P, Walters C, Wang H, Watson O, Whittaker C, Whittles L, Xi X, Ferguson N, Donnelly C close, 2021, Reduction in mobility and COVID-19 transmission, Nature Communications, Vol:12, ISSN:2041-1723
Lavezzo E, Franchin E, Ciavarella C, et al.Lavezzo E, Franchin E, Ciavarella C, Cuomo-Dannenburg G, Barzon L, Del Vecchio C, Rossi L, Manganelli R, Loregian A, Navarin N, Abate D, Sciro M, Merigliano S, De Canale E, Vanuzzo MC, Besutti V, Saluzzo F, Onelia F, Pacenti M, Parisi SG, Carretta G, Donato D, Flor L, Cocchio S, Masi G, Sperduti A, Cattarino L, Salvador R, Nicoletti M, Caldart F, Castelli G, Nieddu E, Labella B, Fava L, Drigo M, Gaythorpe KAM, Brazzale AR, Toppo S, Trevisan M, Baldo V, Donnelly CA, Ferguson NM, Dorigatti I, Crisanti A, Crisanti A close, 2021, Author Correction: Suppression of a SARS-CoV-2 outbreak in the Italian municipality of Vo', Nature, Vol:590, ISSN:0028-0836, Pages:E11-E11
Suel E, Bhatt S, Brauer M, et al.Suel E, Bhatt S, Brauer M, Flaxman S, Ezzati M close, 2021, Multimodal deep learning from satellite and street-level imagery for measuring income, overcrowding, and environmental deprivation in urban areas, Remote Sensing of Environment: an Interdisciplinary Journal, ISSN:0034-4257
Vollmer MAC, Glampson B, Mellan TA, et al.Vollmer MAC, Glampson B, Mellan TA, Mishra S, Mercuri L, Costello C, Klaber R, Cooke G, Flaxman S, Bhatt S close, 2021, A unified machine learning approach to time series forecasting applied to demand at emergency departments, Bmc Emergency Medicine, Vol:21, ISSN:1471-227X, Pages:1-14
More Publications
