Oliver Ratmann | Global Pathogen Analysis Platform (GPAP) AI Researchhttps://gpap-project.github.io/author/oliver-ratmann/Oliver RatmannHugo Blox Builder (https://hugoblox.com)en-usFri, 01 May 2026 00:00:00 +0000https://gpap-project.github.io/media/logo.svgOliver Ratmannhttps://gpap-project.github.io/author/oliver-ratmann/Global approaches to infectious disease surveillance and modelinghttps://gpap-project.github.io/publication/khurana-2026-global/Fri, 01 May 2026 00:00:00 +0000https://gpap-project.github.io/publication/khurana-2026-global/Artificial intelligence for modelling infectious disease epidemicshttps://gpap-project.github.io/publication/kraemer-2025-artificial/Wed, 19 Feb 2025 00:00:00 +0000https://gpap-project.github.io/publication/kraemer-2025-artificial/Estimating fine age structure and time trends in human contact patterns from coarse contact data: The Bayesian rate consistency modelhttps://gpap-project.github.io/publication/dan-2023-estimating/Mon, 05 Jun 2023 00:00:00 +0000https://gpap-project.github.io/publication/dan-2023-estimating/Intrinsic Randomness in Epidemic Modelling Beyond Statistical Uncertaintyhttps://gpap-project.github.io/publication/penn-2022-intrinsic/Thu, 01 Jun 2023 00:00:00 +0000https://gpap-project.github.io/publication/penn-2022-intrinsic/Assessment of COVID-19 as the Underlying Cause of Death Among Children and Young People Aged 0 to 19 Years in the UShttps://gpap-project.github.io/publication/flaxman-2023-assessment/Mon, 30 Jan 2023 00:00:00 +0000https://gpap-project.github.io/publication/flaxman-2023-assessment/Regularised B-splines Projected Gaussian Process Priors to Estimate Time-trends in Age-specific COVID-19 Deathshttps://gpap-project.github.io/publication/monod-2022-regularised/Mon, 03 Oct 2022 00:00:00 +0000https://gpap-project.github.io/publication/monod-2022-regularised/Spatial and temporal fluctuations in COVID-19 fatality rates in Brazilian hospitalshttps://gpap-project.github.io/publication/brizzi-2022-spatial/Tue, 10 May 2022 00:00:00 +0000https://gpap-project.github.io/publication/brizzi-2022-spatial/Global, regional, and national minimum estimates of children affected by COVID-19-associated orphanhood and caregiver death, by age and family circumstance up to Oct 31, 2021: an updated modelling studyhttps://gpap-project.github.io/publication/unwin-2022-global/Thu, 24 Feb 2022 00:00:00 +0000https://gpap-project.github.io/publication/unwin-2022-global/Vaccinating adolescents against SARS-CoV-2 in England: a risk–benefit analysishttps://gpap-project.github.io/publication/gurdasani-2021-vaccinating/Mon, 01 Nov 2021 00:00:00 +0000https://gpap-project.github.io/publication/gurdasani-2021-vaccinating/Comparing the responses of the UK, Sweden and Denmark to COVID-19 using counterfactual modellinghttps://gpap-project.github.io/publication/mishra-2021-comparing/Wed, 11 Aug 2021 00:00:00 +0000https://gpap-project.github.io/publication/mishra-2021-comparing/Changing composition of SARS-CoV-2 lineages and rise of Delta variant in Englandhttps://gpap-project.github.io/publication/mishra-2021-changing/Sat, 31 Jul 2021 00:00:00 +0000https://gpap-project.github.io/publication/mishra-2021-changing/Is the cure really worse than the disease? The health impacts of lockdowns during COVID-19https://gpap-project.github.io/publication/meyerowitzkatz-2021-cure/Mon, 19 Jul 2021 00:00:00 +0000https://gpap-project.github.io/publication/meyerowitzkatz-2021-cure/Global minimum estimates of children affected by COVID-19-associated orphanhood and deaths of caregivers: a modelling studyhttps://gpap-project.github.io/publication/hillis-2021-global/Thu, 01 Jul 2021 00:00:00 +0000https://gpap-project.github.io/publication/hillis-2021-global/Implications of a highly transmissible variant of SARS-CoV-2 for childrenhttps://gpap-project.github.io/publication/ratmann-2021-implications/Tue, 30 Mar 2021 00:00:00 +0000https://gpap-project.github.io/publication/ratmann-2021-implications/Assessing transmissibility of SARS-CoV-2 lineage B.1.1.7 in Englandhttps://gpap-project.github.io/publication/volz-2021-assessing/Thu, 25 Mar 2021 00:00:00 +0000https://gpap-project.github.io/publication/volz-2021-assessing/Age groups that sustain resurging COVID-19 epidemics in the United Stateshttps://gpap-project.github.io/publication/monod-2021-groups/Tue, 02 Feb 2021 00:00:00 +0000https://gpap-project.github.io/publication/monod-2021-groups/