ArticleInternational journal of environmental research and public health2020
Cholera Risk: A Machine Learning Approach Applied to Essential Climate Variables.
Article in International journal of environmental research and public health, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
12 citing papers in PubMed, 33 citations in OpenAlex.
- Environmental regulation of virulence in Vibrio cholerae: integrating multi-omics, predictive models, and comparative insights across emerging Vibrio species.Gut pathogens · 2026Review
- Recent epidemiological and management approaches for cholera in India.Proceedings (Baylor University. Medical Center) · 2026Review
- Machine Learning Potential for Identifying and Forecasting Complex Environmental Drivers ofEnvironmental health perspectives · 2025Article
- Cholera Outbreak in Nigeria: History, Review of Socioeconomic and Meteorological Drivers, Diagnostic Challenges, and Artificial Intelligence Integration.Global health, epidemiology and genomics · 2025Review
- Eco-Evolutionary Drivers of Vibrio parahaemolyticus Sequence Type 3 Expansion: Retrospective Machine Learning Approach.JMIR bioinformatics and biotechnology · 2024Article
- Satellite-Derived, Smartphone-Delivered Geospatial Cholera Risk Information for Vulnerable Populations.GeoHealth · 2024Article
- Climate-related health impact indicators for public health surveillance in a changing climate: a systematic review and local suitability analysis.Lancet regional health. Americas · 2024Review
- Evolutionary dynamics of the successful expansion of pandemic Vibrio parahaemolyticus ST3 in Latin America.Nature communications · 2024Article
- The concern about main crises such as the Covid-19 pandemic, the war in Ukraine, and climate change's impact on energy-saving behavior.Energy policy · 2023Article
- Machine learning based efficient prediction of positive cases of waterborne diseases.BMC medical informatics and decision making · 2023Article
- Mathematical Models for Cholera Dynamics-A Review.Microorganisms · 2022Review
- Climate Precursors of Satellite Water Marker Index for Spring Cholera Outbreak in Northern Bay of Bengal Coastal Regions.International journal of environmental research and public health · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Oceanic and coastal ecosystems have undergone complex environmental changes in recent years, amid a context of climate change. These changes are also reflected in the dynamics of water-borne diseases as some of the causative agents of these illnesses are ubiquitous in the aquatic environment and their survival rates are impacted by changes in climatic conditions. Previous studies have established strong relationships between essential climate variables and the coastal distribution and seasonal dynamics of the bacteria
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.