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Spatial epidemiology

A scalable variational method for estimating the latent infection-rate field of an outbreak

Wyatt H. Bridgman, Cosmin Safta, Jaideep Ray

Enhancing epidemic forecasting with a physics-informed spatial identity neural network

Satoki Fujita, Tatsuya Akutsu

Health-related quality of life and QALY loss under COVID-19 lockdown: The case of Spain

Mathieu F. Janssen, Kim Rand, Anabel Estévez-Carrillo, Juan Manuel Ramos-Goñi

Detecting outbreaks using a spatial latent field

Cosmin Safta, Jaideep Ray, Wyatt Bridgman

Geographical characteristics and formation mechanisms of smallpox epidemics in Hubei Province, China, 1488–1949

Yuxin Zeng, Zhiyu Chen, [ ... ], Tao Zhang

Epidemiological dynamics of dengue in Peru: Temporal and spatial drivers between 2000 and 2022

Katherine Susan Rufasto Goche, María Victoria Lizarbe Castro, [ ... ], Daysi Diaz-Obregón

Revisiting Pearl’s influenza studies by bootstrapping for forward variable selection with a null factor

Roselinde Kessels, Chris Gotwalt, Guido Erreygers

Modeling epidemic dynamics using Graph Attention based Spatial Temporal networks

Xiaofeng Zhu, Yi Zhang, [ ... ], Lingxia Zeng

Study on the temporal and spatial relationship between public health events and the development of air transport scale: A case of the Southwest China

Zihan Li, Xiwen Deng, Yi Mao, Jinglong Duan

Identifying the most important facilitators of open research data sharing and reuse in Epidemiology: A mixed-methods study

Anneke Zuiderwijk, Berkay Onur Türk, Frances Brazier

Geographical characteristics and influencing factors of the influenza epidemic in Hubei, China, from 2009 to 2019

Mengmeng Yang, Shengsheng Gong, [ ... ], Wuwei Wang

Extending the R number by applying hyperparameters of Log Gaussian Cox process models in an epidemiological context to provide insights into COVID-19 positivity in the City of Edinburgh and in students residing at Edinburgh University

Megan Ruth Laxton, Glenna Nightingale, [ ... ], Richard Othieno

Latitude and longitude as drivers of COVID-19 waves’ behavior in Europe: A time-space perspective of the pandemic

Alejandro Martínez-Portillo, David Garcia-Garcia, [ ... ], Diana Gómez-Barroso

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