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2
πVAE: a stochastic process prior for Bayesian deep learning with MCMC
Swapnil Mishra
,
Seth Flaxman
,
Tresnia Berah
,
Harrison Zhu
,
Mikko Pakkanen
,
Samir Bhatt
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DOI
Orphanhood and Caregiver Loss Among Children Based on New Global Excess COVID-19 Death Estimates
The availability of new excess mortality data enables us to update global minimum estimates of COVID-19 orphanhood and caregiver death …
Susan Hillis
,
Joel-Pascal Ntwali N’konzi
,
William Msemburi
,
Lucie Cluver
,
Andrés Villaveces
,
Seth Flaxman
,
H. Juliette T. Unwin
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DOI
URL
PriorVAE: encoding spatial priors with variational autoencoders for small-area estimation
Elizaveta Semenova
,
Yidan Xu
,
Adam Howes
,
Theo Rashid
,
Samir Bhatt
,
Swapnil Mishra
,
Seth Flaxman
Cite
DOI
Spatial and temporal fluctuations in COVID-19 fatality rates in Brazilian hospitals
Andrea Brizzi
,
Charles Whittaker
,
Luciana M. S. Servo
,
Iwona Hawryluk
,
Carlos A. Prete
,
William M. de Souza
,
Renato S. Aguiar
,
Leonardo J. T. Araujo
,
Leonardo S. Bastos
,
Alexandra Blenkinsop
,
Lewis F. Buss
,
Darlan Candido
,
Marcia C. Castro
,
Silvia F. Costa
,
Julio Croda
,
Andreza Aruska de Souza Santos
,
Christopher Dye
,
Seth Flaxman
,
Paula L. C. Fonseca
,
Victor E. V. Geddes
,
Bernardo Gutierrez
,
Philippe Lemey
,
Anna S. Levin
,
Thomas Mellan
,
Diego M. Bonfim
,
Xenia Miscouridou
,
Swapnil Mishra
,
Mélodie Monod
,
Filipe R. R. Moreira
,
Bruce Nelson
,
Rafael H. M. Pereira
,
Otavio Ranzani
,
Ricardo P. Schnekenberg
,
Elizaveta Semenova
,
Raphael Sonnabend
,
Renan P. Souza
,
Xiaoyue Xi
,
Ester C. Sabino
,
Nuno R. Faria
,
Samir Bhatt
,
Oliver Ratmann
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DOI
A novel statistical framework for exploring the population dynamics and seasonality of mosquito populations
Charles Whittaker
,
Peter Winskill
,
Marianne Sinka
,
Samuel Pironon
,
Claire Massey
,
Daniel J. Weiss
,
Michele Nguyen
,
Peter W. Gething
,
Ashwani Kumar
,
Azra Ghani
,
Samir Bhatt
Cite
DOI
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 study
Juliette Unwin
,
Susan Hillis
,
Lucie Cluver
,
Seth Flaxman
,
Philip S. Goldman
,
Alexander Butchart
,
Gretchen Bachman
,
Laura Rawlings
,
Christl A. Donnelly
,
Oliver Ratmann
,
Phil Green
,
Charles A. Nelson
,
Alexandra Blenkinsop
,
Samir Bhatt
,
Chris Desmond
,
Andrés Villaveces
,
Lorraine Sherr
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DOI
Covid-19 is a leading cause of death in children and young people ages 0-19 years in the United States
Seth Flaxman
,
Charles Whittaker
,
Elizaveta Semenova
,
Theo Rashid
,
Robbie Parks
,
Alexandra Blenkinsop
,
H Juliette T Unwin
,
Swapnil Mishra
,
Samir Bhatt
,
Deepti Gurdasani
,
others
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The use of Bayesian methodology in the development and validation of a tiered assessment approach towards prediction of rat acute oral toxicity
James W Firman
,
Mark TD Cronin
,
Philip H Rowe
,
Elizaveta Semenova
,
John E Doe
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Unrepresentative big surveys significantly overestimated US vaccine uptake
Valerie C. Bradley
,
Shiro Kuriwaki
,
Michael Isakov
,
Dino Sejdinovic
,
Xiao-Li Meng
,
Seth Flaxman
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DOI
Under-reporting of deaths limits our understanding of true burden of covid-19
Charles Whittaker
,
Patrick G. T. Walker
,
Mervat Alhaffar
,
Arran Hamlet
,
Bimandra A. Djaafara
,
Azra Ghani
,
Neil Ferguson
,
Maysoon Dahab
,
Francesco Checchi
,
Oliver J. Watson
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DOI
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