Predictive risk mapping of an environmentally-driven infectious disease using spatial Bayesian networks: A case study of leptospirosis in Fiji

HJ Mayfield, CS Smith, JH Lowry… - PLoS neglected …, 2018 - journals.plos.org
Introduction Leptospirosis is a zoonotic disease responsible for over 1 million severe cases
and 60,000 deaths annually. The wide range of animal hosts and complex environmental …

Unravelling infectious disease eco-epidemiology using Bayesian networks and scenario analysis: A case study of leptospirosis in Fiji

CL Lau, HJ Mayfield, JH Lowry, CH Watson… - … modelling & software, 2017 - Elsevier
Regression models are the standard approaches used in infectious disease epidemiology,
but have limited ability to represent causality or complexity. We explore Bayesian networks …

Use of geographically weighted logistic regression to quantify spatial variation in the environmental and sociodemographic drivers of leptospirosis in Fiji: a modelling …

HJ Mayfield, JH Lowry, CH Watson, M Kama… - The lancet Planetary …, 2018 - thelancet.com
Background Leptospirosis is a globally important zoonotic disease, with complex exposure
pathways that depend on interactions between human beings, animals, and the …

Environmental risk of leptospirosis infections in the Netherlands: Spatial modelling of environmental risk factors of leptospirosis in the Netherlands

EJJ Rood, MGA Goris, R Pijnacker, MI Bakker… - PloS one, 2017 - journals.plos.org
Leptospirosis is a globally emerging zoonotic disease, associated with various climatic,
biotic and abiotic factors. Mapping and quantifying geographical variations in the occurrence …

Spatial scale effects in environmental risk-factor modelling for diseases

RK Raghavan, KM Brenner, JA Harrington Jr… - Geospatial …, 2013 - krex.k-state.edu
Studies attempting to identify environmental risk factors for diseases can be seen to extract
candidate variables from remotely sensed datasets, using a single buffer-zone surrounding …

Spatiotemporal determinants of urban leptospirosis transmission: four-year prospective cohort study of slum residents in Brazil

JE Hagan, P Moraga, F Costa, N Capian… - PLoS neglected …, 2016 - journals.plos.org
Background Rat-borne leptospirosis is an emerging zoonotic disease in urban slum
settlements for which there are no adequate control measures. The challenge in elucidating …

Spatio-temporal modeling of human leptospirosis prevalence using the maximum entropy model

R Shirzad, AA Alesheikh, M Asgharzadeh, B Hoseini… - BMC Public Health, 2023 - Springer
Background Leptospirosis, a zoonotic disease, stands as one of the prevailing health issues
in some tropical areas of Iran. Over a decade, its incidence rate has been estimated at …

Spatial epidemiological approaches to inform leptospirosis surveillance and control: A systematic review and critical appraisal of methods

PW Dhewantara, CL Lau, KJ Allan… - Zoonoses and public …, 2019 - Wiley Online Library
Leptospirosis is a global zoonotic disease that the transmission is driven by complex
geographical and temporal variation in demographics, animal hosts and socioecological …

Agro-environmental determinants of leptospirosis: A retrospective spatiotemporal analysis (2004–2014) in Mahasarakham province (Thailand)

J Viroj, J Claude, C Lajaunie, J Cappelle… - Tropical Medicine and …, 2021 - mdpi.com
Leptospirosis has been recognized as a major public health concern in Thailand following
dramatic outbreaks. We analyzed human leptospirosis incidence between 2004 and 2014 in …

Towards a geocomputational landscape epidemiology: surveillance, modelling, and interventions

C Robertson - GeoJournal, 2017 - Springer
The ability to explicitly represent infectious disease distributions and their risk factors over
massive geographical and temporal scales has transformed how we investigate how …