Application of referenced thermodynamic integration to Bayesian model selection

por Hawryluk, Iwona, Mishra, Swapnil, Flaxman, Seth, Bhatt, Samir, Mellan, Thomas A.
Publicado 2023

[Formula: see text] VAE: a stochastic process prior for Bayesian deep learning with MCMC

por Mishra, Swapnil, Flaxman, Seth, Berah, Tresnia, Zhu, Harrison, Pakkanen, Mikko, Bhatt, Samir
Publicado 2022

Sex differences in health care expenditures and mortality after spousal bereavement: A register-based Danish cohort study

por Katsiferis, Alexandros, Bhatt, Samir, Mortensen, Laust Hvas, Mishra, Swapnil, Westendorp, Rudi G. J.
Publicado 2023

PriorVAE: encoding spatial priors with variational autoencoders for small-area estimation

por Semenova, Elizaveta, Xu, Yidan, Howes, Adam, Rashid, Theo, Bhatt, Samir, Mishra, Swapnil, Flaxman, Seth
Publicado 2022

Predicting mortality risk after a fall in older adults using health care spending patterns: a population-based cohort study

por Katsiferis, Alexandros, Mortensen, Laust Hvas, Khurana, Mark P, Mishra, Swapnil, Jensen, Majken Karoline, Bhatt, Samir
Publicado 2023

Machine learning models of healthcare expenditures predicting mortality: A cohort study of spousal bereaved Danish individuals

por Katsiferis, Alexandros, Bhatt, Samir, Mortensen, Laust Hvas, Mishra, Swapnil, Jensen, Majken Karoline, Westendorp, Rudi G. J.
Publicado 2023

Unifying incidence and prevalence under a time-varying general branching process

por Pakkanen, Mikko S., Miscouridou, Xenia, Penn, Matthew J., Whittaker, Charles, Berah, Tresnia, Mishra, Swapnil, Mellan, Thomas A., Bhatt, Samir
Publicado 2023

A comparison of five epidemiological models for transmission of SARS-CoV-2 in India

por Purkayastha, Soumik, Bhattacharyya, Rupam, Bhaduri, Ritwik, Kundu, Ritoban, Gu, Xuelin, Salvatore, Maxwell, Ray, Debashree, Mishra, Swapnil, Mukherjee, Bhramar
Publicado 2021

Modelling the impact of the tier system on SARS-CoV-2 transmission in the UK between the first and second national lockdowns

por Laydon, Daniel J, Mishra, Swapnil, Hinsley, Wes R, Samartsidis, Pantelis, Flaxman, Seth, Gandy, Axel, Ferguson, Neil M, Bhatt, Samir
Publicado 2021

Authors' reply to the discussion of ‘A COVID‐19 Model for Local Authorities of the United Kingdom’ by Mishra et al. in Session 2 of the Royal Statistical Society's Special Topic Me...

por Mishra, Swapnil, Scott, James A., Laydon, Daniel J., Zhu, Harrison, Ferguson, Neil M., Bhatt, Samir, Flaxman, Seth, Gandy, Axel
Publicado 2022

A COVID‐19 model for local authorities of the United Kingdom

por Mishra, Swapnil, Scott, James A., Laydon, Daniel J., Zhu, Harrison, Ferguson, Neil M., Bhatt, Samir, Flaxman, Seth, Gandy, Axel
Publicado 2022

Using Hawkes Processes to model imported and local malaria cases in near-elimination settings

por Unwin, H. Juliette T., Routledge, Isobel, Flaxman, Seth, Rizoiu, Marian-Andrei, Lai, Shengjie, Cohen, Justin, Weiss, Daniel J., Mishra, Swapnil, Bhatt, Samir
Publicado 2021

A unified machine learning approach to time series forecasting applied to demand at emergency departments

por Vollmer, Michaela A.C., Glampson, Ben, Mellan, Thomas, Mishra, Swapnil, Mercuri, Luca, Costello, Ceire, Klaber, Robert, Cooke, Graham, Flaxman, Seth, Bhatt, Samir
Publicado 2021

Effectiveness assessment of non-pharmaceutical interventions: lessons learned from the COVID-19 pandemic

por Lison, Adrian, Banholzer, Nicolas, Sharma, Mrinank, Mindermann, Sören, Unwin, H Juliette T, Mishra, Swapnil, Stadler, Tanja, Bhatt, Samir, Ferguson, Neil M, Brauner, Jan, Vach, Werner
Publicado 2023

Assessment of COVID-19 as the Underlying Cause of Death Among Children and Young People Aged 0 to 19 Years in the US

por Flaxman, Seth, Whittaker, Charles, Semenova, Elizaveta, Rashid, Theo, Parks, Robbie M., Blenkinsop, Alexandra, Unwin, H. Juliette T., Mishra, Swapnil, Bhatt, Samir, Gurdasani, Deepti, Ratmann, Oliver
Publicado 2023

Inference of COVID-19 epidemiological distributions from Brazilian hospital data

por Hawryluk, Iwona, Mellan, Thomas A., Hoeltgebaum, Henrique, Mishra, Swapnil, Schnekenberg, Ricardo P., Whittaker, Charles, Zhu, Harrison, Gandy, Axel, Donnelly, Christl A., Flaxman, Seth, Bhatt, Samir
Publicado 2020

Quantifying Online News Media Coverage of the COVID-19 Pandemic: Text Mining Study and Resource

por Krawczyk, Konrad, Chelkowski, Tadeusz, Laydon, Daniel J, Mishra, Swapnil, Xifara, Denise, Gibert, Benjamin, Flaxman, Seth, Mellan, Thomas, Schwämmle, Veit, Röttger, Richard, Hadsund, Johannes T, Bhatt, Samir
Publicado 2021

Correction: Quantifying Online News Media Coverage of the COVID-19 Pandemic: Text Mining Study and Resource

por Krawczyk, Konrad, Chelkowski, Tadeusz, Laydon, Daniel J, Mishra, Swapnil, Xifara, Denise, Gibert, Benjamin, Flaxman, Seth, Mellan, Thomas, Schwämmle, Veit, Röttger, Richard, Hadsund, Johannes T, Bhatt, Samir
Publicado 2021

Is the cure really worse than the disease? The health impacts of lockdowns during COVID-19

por Meyerowitz-Katz, Gideon, Bhatt, Samir, Ratmann, Oliver, Brauner, Jan Markus, Flaxman, Seth, Mishra, Swapnil, Sharma, Mrinank, Mindermann, Sören, Bradley, Valerie, Vollmer, Michaela, Merone, Lea, Yamey, Gavin
Publicado 2021

Tracking progress towards malaria elimination in China: Individual-level estimates of transmission and its spatiotemporal variation using a diffusion network approach

por Routledge, Isobel, Lai, Shengjie, Battle, Katherine E., Ghani, Azra C., Gomez-Rodriguez, Manuel, Gustafson, Kyle B., Mishra, Swapnil, Unwin, Juliette, Proctor, Joshua L., Tatem, Andrew J., Li, Zhongjie, Bhatt, Samir
Publicado 2020