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The other is that ANNs are not effective for extrapolation, which is sometimes very important because the existing data used to train an ANN do not necessarily cover the entire range.
Future investigation will need to address this question because the existing data are somewhat contradictory.
There should also be some consideration of gathering pharmaco-kinetic data after dietary administration because the existing data were gathered after gavage or intravenous administration.
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In addition, because of the existing data collection process, current documentation in the US Renal Data System may not accurately reflect the "pre-dialysis" health status in a number of patients.
An exception was made for variables with respect to smoking because of the existing data on of adverse health effects of (passive) smoking [ 33- 35].
This is because all of the existing data can be used and species specific parameters still extracted, which is particularly important for minor species that may not have observations across their full range.
This change of emphasis occurred because most of the existing data on age polyethism only show a correlation between age and task (e.g., Calabi and Rosengaus 1988, Corbara et al. 1989, Dejean and Lachaud 1991.
In this study, we used two quality indicators regarding hospitalizations, selected specifically because they could be derived from the existing data records of general practitioners (GPs) in Belgium, the Netherlands, Italy, and Spain.
Because the risk appears to be so small, the drug agency said, "the existing data support the continued marketing and use of breast implants".
It cited "a thorough review of the existing data together with new data," including oral histories and tribe enrollment lists.
The data sample includes only the Jewish population, because structural problems in the non-Jewish sector made it difficult to estimate this sector using the existing data only.
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