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49 results for “Machine learning”
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Prediction of dengue cases using the attention-based long short-term memory (LSTM) approach
DOI https://doi.org/10.4081/gh.2023.1176
- 4,003 abstract views
- 2,032 PDF
- 249 Supplementary Materials
- 149 HTML
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The future of spatial epidemiology in the AI era: enhancing machine learning approaches with explicit spatial structure
DOI https://doi.org/10.4081/gh.2025.1386
- 3,789 abstract views
- 821 PDF
- 171 HTML
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Satellite-based forest monitoring: spatial and temporal forecast of growing index and short-wave infrared band
DOI https://doi.org/10.4081/gh.2016.310
- 2,864 abstract views
- 1,681 PDF
- 2,032 HTML
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Nonlinear analysis of factors influencing public health in China based on machine learning
DOI https://doi.org/10.4081/gh.2026.1450
- 561 abstract views
- 400 PDF
- 21 HTML
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Using object-based image analysis to map commercial poultry operations from high resolution imagery to support animal health outbreaks and events
DOI https://doi.org/10.4081/gh.2020.919
- 3,058 abstract views
- 1,093 PDF
- 181 HTML
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Reduction of latency in geospatial analysis of air quality: a classical modelling approach inspired by quantum principles
DOI https://doi.org/10.4081/gh.2026.1409
- 364 abstract views
- 159 PDF
- 111 Supplementary Materials
- 9 HTML
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Geospatial approaches to analysing spatial patterns of stroke incidence and mortality: a systematic review
DOI https://doi.org/10.4081/gh.2026.1486
- 278 abstract views
- 141 PDF
- 28 Supplementary materials
- 4 HTML
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Sentiment analysis using a lexicon-based approach in Lisbon, Portugal
DOI https://doi.org/10.4081/gh.2025.1344
- 1,591 abstract views
- 755 PDF
- 259 Supplementary Materials
- 90 HTML
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Spatial patterns of intestinal parasite infections among children and adolescents in some indigenous communities in Argentina
DOI https://doi.org/10.4081/gh.2024.1279
- 3,231 abstract views
- 1,178 PDF
- 98 HTML
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Ecological characterization of a cutaneous leishmaniasis outbreak through remotely sensed land cover changes
DOI https://doi.org/10.4081/gh.2022.1033
- 2,109 abstract views
- 1,323 PDF
- 248 Appendix
- 45 HTML
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Household-level spatial modelling of child height-for-age in Northern Province, Rwanda: comparison of geographically weighted and neural network weighted regression models
DOI https://doi.org/10.4081/gh.2026.1491
- 350 abstract views
- 149 PDF
- 73 Supplementary Matrials
- 23 HTML
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Geospatial Health: achievements, innovations, priorities
DOI https://doi.org/10.4081/gh.2024.1355
- 2,261 abstract views
- 872 PDF
- 107 HTML
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Modelling the domestic poultry population in the United States: A novel approach leveraging remote sensing and synthetic data methods
DOI https://doi.org/10.4081/gh.2020.913
- 4,391 abstract views
- 1,760 PDF
- 239 HTML
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Vaccine hesitancy in East Malaysia (Sabah): A survey of the national COVID-19 immunisation programme
DOI https://doi.org/10.4081/gh.2022.1037
- 6,505 abstract views
- 2,247 PDF
- 332 HTML
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Measuring geographic access to emergency obstetric care: a comparison of travel time estimates modelled using Google Maps Directions API and AccessMod in three Nigerian conurbations
DOI https://doi.org/10.4081/gh.2024.1266
- 3,774 abstract views
- 1,244 PDF
- 204 Supplementary Materials
- 262 HTML
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Moran’s I and Geary’s C: investigation of the effects of spatial weight matrices for assessing the distribution of infectious diseases
DOI https://doi.org/10.4081/gh.2025.1277
- 2,974 abstract views
- 1,107 PDF
- 264 Supplementary materials
- 133 HTML
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Predicting census-tract obesity prevalence using integrated environmental, built-environment, and neighborhood data: a scale-aware geospatial machine-learning proof-of-concept
DOI https://doi.org/10.4081/gh.2026.1536
- 197 abstract views
- 82 PDF
- 25 Supplementary Materials
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Predictive risk mapping of human leptospirosis using support vector machine classification and multilayer perceptron neural network
DOI https://doi.org/10.4081/gh.2019.711
- 3,300 abstract views
- 1,538 PDF
- 442 APPENDIX
- 246 HTML
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Spatio-temporal analysis of foot traffic dynamics in Charleston County, South Carolina: before, during, and after COVID-19
DOI https://doi.org/10.4081/gh.2025.1363
- 1,088 abstract views
- 576 PDF
- 46 HTML
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Spatial Bayesian semi-parametric Cox-Leroux modelling of stroke patient hospitalization: aspects on survival
DOI https://doi.org/10.4081/gh.2025.1380
- 1,256 abstract views
- 551 PDF
- 54 HTML
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From Snow’s map of cholera transmission to dynamic catchment boundary delineation: current front lines in spatial analysis
DOI https://doi.org/10.4081/gh.2023.1247
- 2,469 abstract views
- 1,062 PDF
- 53 HTML
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Bayesian modelling of dengue incidence with climatic drivers: comparing fixed-effects, nonlinear and dynamic approaches
DOI https://doi.org/10.4081/gh.2026.1461
- 962 abstract views
- 613 PDF
- 111 Supplementary materials
- 23 HTML
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Understanding COVID-19: comparison of spatio-temporal analysis methods used to study epidemic spread patterns in the United States
DOI https://doi.org/10.4081/gh.2023.1200
- 2,097 abstract views
- 962 PDF
- 97 HTML
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A spatial lag model analysis of lung cancer incidence and satellite-derived data on air pollution in Thailand from 2020 to 2023
DOI https://doi.org/10.4081/gh.2025.1424
- 1,077 abstract views
- 575 PDF
- 15 HTML
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Estimating the global abundance of ground level presence of particulate matter (PM2.5)
DOI https://doi.org/10.4081/gh.2014.292
- 6,759 abstract views
- 2,766 PDF
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COVID-19, air quality and space monitoring
DOI https://doi.org/10.4081/gh.2022.1052
- 2,341 abstract views
- 1,032 PDF
- 28 HTML
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Spatial analysis and modelling of depression relative to social vulnerability index across the United States
DOI https://doi.org/10.4081/gh.2022.1132
- 5,914 abstract views
- 2,662 PDF
- 641 HTML
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Assessing spatial inequalities in accessing community pharmacies: a mixed geographically weighted approach
DOI https://doi.org/10.4081/gh.2016.457
- 3,774 abstract views
- 2,035 PDF
- 1,345 HTML
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Geospatial assessment of dengue fever risk and spatial patterns in Phayao Province, Thailand
DOI https://doi.org/10.4081/gh.2026.1497
- 463 abstract views
- 344 PDF
- 18 HTML
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Comparison of GPS imputation methods in environmental health research
DOI https://doi.org/10.4081/gh.2022.1081
- 2,599 abstract views
- 1,290 PDF
- 44 HTML
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Modelling geographical heterogeneity of diabetes prevalence and socio-economic and built environment determinants in Saudi City - Jeddah
DOI https://doi.org/10.4081/gh.2022.1072
- 2,486 abstract views
- 1,309 PDF
- 175 HTML
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Assessing the relationship between environmental factors and malaria vector breeding sites in Swaziland using multi-scale remotely sensed data
DOI https://doi.org/10.4081/gh.2015.302
- 4,941 abstract views
- 1,974 PDF
- 1,776 HTML
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Impacts of sample ratio and size on the performance of random forest model to predict the potential distribution of snail habitats
DOI https://doi.org/10.4081/gh.2023.1151
- 2,360 abstract views
- 1,071 PDF
- 210 Supplementary Materials
- 80 HTML
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Dynamic location model for designated COVID-19 hospitals in China
DOI https://doi.org/10.4081/gh.2024.1310
- 1,482 abstract views
- 537 PDF
- 321 Supplementary Materials
- 86 HTML
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Snakebite epidemiology in the State of Mexico, Mexico 2003-2024
DOI https://doi.org/10.4081/gh.2026.1468
- 1,301 abstract views
- 525 PDF
- 258 Supplementary Materials
- 41 HTML
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A spatiotemporal analysis of the impact of the COVID-19 outbreak on noise pollution in Tehran, Iran
DOI https://doi.org/10.4081/gh.2022.1114
- 1,151 abstract views
- 1,003 PDF
- 25 HTML
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Environmental and geographical factors influence malaria transmission in KwaZulu-Natal province, South Africa
DOI https://doi.org/10.4081/gh.2025.1370
- 1,799 abstract views
- 1,106 PDF
- 177 HTML
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Predicting the spatial distribution of Biomphalaria straminea, a potential intermediate host for Schistosoma mansoni, in China
DOI https://doi.org/10.4081/gh.2016.453
- 4,355 abstract views
- 1,725 PDF
- 1,155 HTML
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Spatial association of socio-demographic, environmental factors and prevalence of diabetes mellitus in middle-aged and elderly people in Thailand
DOI https://doi.org/10.4081/gh.2022.1091
- 2,346 abstract views
- 1,343 PDF
- 210 Appendix
- 248 HTML
