| Estimating the effects of non-pharmaceutical interventions on COVID-19 in Europe S Flaxman, S Mishra, A Gandy, HJT Unwin, TA Mellan, H Coupland, ... Nature 584 (7820), 257-261, 2020 | 3856 | 2020 |
| Genomics and epidemiology of the P. 1 SARS-CoV-2 lineage in Manaus, Brazil NR Faria, TA Mellan, C Whittaker, IM Claro, DS Candido, S Mishra, ... Science 372 (6544), 815-821, 2021 | 1655 | 2021 |
| Age groups that sustain resurging COVID-19 epidemics in the United States M Monod, A Blenkinsop, X Xi, D Hebert, S Bershan, S Tietze, M Baguelin, ... Science 371 (6536), eabe8372, 2021 | 345 | 2021 |
| State-level tracking of COVID-19 in the United States HJT Unwin, S Mishra, VC Bradley, A Gandy, TA Mellan, H Coupland, ... Nature communications 11 (1), 6189, 2020 | 184 | 2020 |
| Report 21: Estimating COVID-19 cases and reproduction number in Brazil TA Mellan, HH Hoeltgebaum, S Mishra, C Whittaker, RP Schnekenberg, ... | 163* | 2020 |
| Report 20: Using mobility to estimate the transmission intensity of COVID-19 in Italy: A subnational analysis with future scenarios MAC Vollmer, S Mishra, HJT Unwin, A Gandy, TA Mellan, V Bradley, ... MedRxiv, 2020.05. 05.20089359, 2020 | 67* | 2020 |
| Social contact patterns and implications for infectious disease transmission: a systematic review and meta-analysis of contact surveys A Mousa, W Peter, OJ Watson, O Ratmann, M Monod, C Whittaker eLife 10, 2021 | 65 | 2021 |
| Comparing the responses of the UK, Sweden and Denmark to COVID-19 using counterfactual modelling S Mishra, JA Scott, DJ Laydon, S Flaxman, A Gandy, TA Mellan, ... Scientific Reports 11 (1), 1-9, 2021 | 64 | 2021 |
| Spatial and temporal fluctuations in COVID-19 fatality rates in Brazilian hospitals A Brizzi, C Whittaker, LMS Servo, I Hawryluk, CA Prete Jr, WM de Souza, ... Nature medicine 28 (7), 1476-1485, 2022 | 61* | 2022 |
| Longitudinal population-level HIV epidemiologic and genomic surveillance highlights growing gender disparity of HIV transmission in Uganda M Monod, A Brizzi, RM Galiwango, R Ssekubugu, Y Chen, X Xi, ... Nature microbiology 9 (1), 35-54, 2024 | 15* | 2024 |
| Regularised B-splines projected gaussian process priors to estimate time-trends in age-specific COVID-19 deaths M Monod, A Blenkinsop, A Brizzi, Y Chen, C Cardoso Correia Perello, ... Bayesian Analysis 18 (3), 957-987, 2023 | 6 | 2023 |
| Estimating fine age structure and time trends in human contact patterns from coarse contact data: the Bayesian rate consistency model S Dan, Y Chen, Y Chen, M Monod, VK Jaeger, S Bhatt, A Karch, ... PLOS Computational Biology 19 (6), e1011191, 2023 | 6 | 2023 |
| Estimating the potential to prevent locally acquired HIV infections in a UNAIDS Fast-Track City, Amsterdam A Blenkinsop, M Monod, A van Sighem, N Pantazis, D Bezemer, ... Elife 11, e76487, 2022 | 5 | 2022 |
| Imperial College COVID-19 Response Team, AC Ghani, CA Donnelly, S. Riley, MAC Vollmer, NM Ferguson, LC Okell, S. Bhatt, Code for modelling estimated deaths and cases for COVID … S Flaxman, S Mishra, A Gandy, HJT Unwin, TA Mellan, H Coupland, ... | 2 | |
| Deep Reinforcement Learning for Online Optimal Execution Strategies A Micheli, M Monod arXiv preprint arXiv:2410.13493, 2024 | | 2024 |
| Age and gender profiles of HIV infection burden and viraemia: novel metrics for HIV epidemic control in African populations with high antiretroviral therapy coverage A Brizzi, J Kagaayi, R Ssekubugu, L Abeler-Dörner, A Blenkinsop, ... medRxiv, 2024 | | 2024 |
| TorchSurv: A Lightweight Package for Deep Survival Analysis M Monod, P Krusche, Q Cao, B Sahiner, N Petrick, D Ohlssen, T Coroller arXiv, 2024 | | 2024 |
| Growing gender disparity in HIV infection in Africa: sources and policy implications M Monod, A Brizzi, RM Galiwango, R Ssekubugu, Y Chen, X Xi, ... MedRxiv, 2023.03. 16.23287351, 2023 | | 2023 |
| Bayesian models and methods to estimate age-specific infectious disease transmission dynamics: integrating disease surveillance time series, mobility, and vaccination data M Monod Imperial College London, 2023 | | 2023 |
| Subnational analysis of the initial phase of the COVID-19 epidemic in Brazil TA Mellan, H Hoeltgebaum, S Mishra, C Whittaker, I Hawryluk, A Gandy, ... 2023 ICLR First Workshop on {\textquotedblleft} Machine Learning {\&} Global …, 2023 | | 2023 |