GeoPandas v0.12.2 (https://geopandas.org/en/stable/) and Matplotlib v3.6.0 (https://matplotlib.org/) were used for data processing and visualization of geographic information. Data Records This global dataset of viral sequence, diversity, distribution, and biosafety recommendation for arbovirus ...
DATA visualizationRECURRENT neural networksINSECTICIDE resistanceMOSQUITO controlDengue fever remains a significant public health concern in many tropical and subtropical countries, and there is still a need for a system that can effectively combine global risk assessment with timely ...
respectively, measured in terms of Pearson’s r. All the prediction results were reported based on three independent runs. Data are presented as mean ± standard deviation (SD).cVisualization of molecular representations of molecules from the pIC50...
An 8-gene machine learning model improves clinical prediction of severe dengue progression. Genome Med. 2022;14:33. CAS PubMed PubMed Central Google Scholar Robinson M, Sweeney TE, Barouch-Bentov R, Sahoo MK, Kalesinskas L, Vallania F, et al. A 20-gene set predictive of progression ...
These changes increase the transmission potential of diseases such as malaria, dengue, or Zika and a panoply of other viral and bacterial infections transmitted by vectors such as mosquitoes, ticks, midges, and flies [8]. Global warming, combined with globalization and the movement of goods and ...
The global distribution and burden of dengue. Nature. 2013;496(7446):504–7. 2. Dengue haemorrhagic fever. diagnosis, treatment, prevention and control. 2nd ed. Geneva: World Health Organization; 1997. 3. Kalayanarooj S. Standardized Clinical Management: Evidence of Reduction of Dengue ...
The global outbreak of covid-19 pandemic has attracted continuous attention in the compartment modeling and dynamical analysis on the covid-19. Based on SARS-CoV-2 infection mechanism [4], [5], [6], [7], [8], [9], a large number of mathematical models have been developed to study ...
AVP: antiviral peptide; DENV: dengue virus type; H1N1: influenza A virus subtype H1N1; H5N1: influenza A virus subtype H5N1; HIV: human immunodeficiency virus; HPV: human papillomavirus; HSV: herpes simplex virus; ZIKV: Zika virus 4.1. General mechanism of action The mechanisms of antiviral dru...
Severe dengue (SD) is a major cause of morbidity and mortality. To define dengue virus (DENV) target cells and immunological hallmarks of SD progression in children’s blood, we integrated two single-cell approaches capturing cellular and viral elements:
One of the direct and unavoidable consequences of global warming-induced rising temperatures is the more recurrent and severe heatwaves. In recent years, even countries like Malaysia seldom had some mild to severe heatwaves. As the Earth's average temperature continues to rise, heatwaves in Malays...