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Disease outbreak prediction startup Metabiota has raised $30 million in Series A funding to help build out its offerings to government organizations and insurers on a global scale.
When outbreak prediction required pre-conditioning by mild Winter Condition, the rate of false predictions at high-cover locations dropped to 13%.
We have developed a novel approach for dengue outbreak prediction.
Knowledge gained from this understanding could help improve dengue surveillance and outbreak prediction and preparation.
An argument that natural patterns and shared mechanism data could be used in outbreak prediction was made.
Zinszer et al. [ 19] noted the importance of including transmission-reducing interventions to improve malaria outbreak prediction.
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Inclusion of the winter metrics in a conditional manner in the algorithm significantly reduced the number of false outbreak predictions.
The rate of false outbreak predictions at high-cover locations was reduced from 79% to 42% by including only locations with mild Winter Condition (Fig. 5b).
We use the SEIR model to evaluate the sensitivity of parameter estimates on dynamics during AI outbreaks, compare LPAI and HPAI outbreak predictions to field observations, and consider the potential for bird mortality and disease spread depending on the age-composition of the population.
These data improve our knowledge in relation to viral evolution, outbreak predictions, and vaccine development.
But more work is now needed to properly validate the outbreak-prediction model in Australia, he says.
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