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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

published 29 May 2026

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

Satoki Fujita, Tatsuya Akutsu

published 15 Sep 2025

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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

published 07 Aug 2025

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Detecting outbreaks using a spatial latent field

Cosmin Safta, Jaideep Ray, Wyatt Bridgman

published 31 Jul 2025

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

Yuxin Zeng, Zhiyu Chen, Xihao Yan, Shengsheng Gong, Tao Zhang

published 13 May 2025

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

Katherine Susan Rufasto Goche, María Victoria Lizarbe Castro, Glenn Alberto Lozano Zanelly, Washington Melvin Lira Camargo, Elizabeth Yovana Ascayo Velasquez, Alexis G. Murillo Carrasco, Daysi Diaz-Obregón

published 19 Mar 2025

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

Roselinde Kessels, Chris Gotwalt, Guido Erreygers

published 25 Feb 2025

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Modeling epidemic dynamics using Graph Attention based Spatial Temporal networks

Xiaofeng Zhu, Yi Zhang, Haoru Ying, Huanning Chi, Guanqun Sun, Lingxia Zeng

published 15 Jul 2024

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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

published 09 Apr 2024

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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

published 08 Feb 2024

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

Mengmeng Yang, Shengsheng Gong, Shuqiong Huang, Xixiang Huo, Wuwei Wang

published 27 Nov 2023

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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, Finn Lindgren, Arjuna Sivakumaran, Richard Othieno

published 21 Nov 2023

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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, Inmaculada Leon, Rebeca Ramis-Prieto, Diana Gómez-Barroso

published 15 Sep 2023

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