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However, continued Stanford advancements in biology and technology are leading to the potential to understand disease risk, detect disease early and enable preventative interventions.
Visibility of scheduled deliveries in the pipeline linked with country current stock level data would enable preventative corrective action.
A biomarker that could identify the subgroup that will develop psychosis would enable preventative treatment to be targeted to those who needed it most.
Improving diagnostics of diseases on a mechanism basis such that early treatment strategies effectively enable preventative and early onset strategies for conditions such as OA, osteoporosis, low back pain and childhood disorders.
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NDVI helped scientists predict a major Rift Valley fever outbreak in East Africa, for instance, enabling preventative measures to be taken four weeks before the disease appeared.
The predictive mapping of this Em host enables the identification of human populations at increased risk of infection, enabling preventative strategies to be adopted.
Common variants in CVD may be useful for reliably identifying those at risk of early CVD events, and therefore for enabling preventative strategies.
Identifying patients with CHF at risk of diabetes through simple criteria appears possible and could enable targeted preventative measures.
Being able to measure fibrosis progression may enable timely preventative intervention.
A significant proportion of patients undergoing surgery suffer from postoperative complications, and identification of this cohort of patients may enable appropriate preventative measures to be taken [ 4].
Accurate risk prediction can enable targeted preventative treatments, such as fitness regimens for patients at risk of cardiovascular disease, or increased mammogram frequency for patients with high breast cancer risk.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com