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The presence of elevated cTn and/or BNP places the patient outside the low risk category ( < 1% mortality), and when combined with echo features of cardiac dysfunction and hypotension place the patient in the high-risk ( > 15% mortality) category.
For our study, these men were considered to have incident liver cancer but were not included in the chronic liver disease mortality category.
It is standard statistical practice to compare odds with the lowest mortality category, but it can be argued that this creates a pessimistic view.
We did not observe any significant interaction between influenza and environmental factors in terms of their effects on the control mortality category of accidental mortality in Hong Kong.
For a K-category classification problem with continuous outputs (as per the sigmoid function), K output nodes were used, with each node being specific to one mortality category.
The presence of elevated cTn and/or BNP places the patient outside the low risk category (< 1% mortality), and when combined with echo features of cardiac dysfunction and hypotension place the patient in the high-risk (> 15% mortality) category.
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Interestingly, we observed different effects regarding the two mortality categories.
We observed strong associations between Si and several mortality categories, especially pulmonary mortality.
Secondly, we considered several major mortality categories but not very fine categories.
The analysis revealed associations of PM2.5 levels with several mortality categories.
PM2.5 mass and several constituents were associated with multiple mortality categories, especially cardiovascular deaths.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com