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Researchers at the study sites only need to pool aggregated data about each risk set rather than personal data about each person.
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Meta-analysis incorporates statistical approaches to pool aggregate data from clinical trials into a summary effect measure [ 2].
The per-trial yield, that is, the average of the payoffs of all bandits in the asset pool, was aggregated to provide the block-end yield.
In order to obtain completed information and preserve the spatial information, we propose a novel vertical pooling strategy named vertical pooling to aggregate these feature maps into one feature map which is defined as the convolutional activation summing map (CASM).
The SCM preserves the spatial information because the pooling operation is conducted across all the feature maps, while the other traditional pooling operations aggregate one feature map into a feature.
These effects are likely to be general across the spatial extent of salmon farming in Norway (59°N 70N°) and apply to a substantial pool of fish aggregated around farms.
(2) We extract deep convolutional activations from feature maps as features, and employ the proposed vertical pooling to aggregate deep convolutional activations across all feature maps, so that we can extract completed features and preserve the spatial information of images.
As expected, validity was further improved when all five DNA sub-pool estimates were aggregated, supporting the use of multiple DNA sub-pools in SNP-MaP studies [ 33].
This API data can also be aggregated and pooled with other types of information that a company may have in its own databases.
In addition, to reduce dimension and avoid overfitting, CNN adopts a pooling operation to realize aggregated sampling for the previous layer network features.
The user's agency is also facilitated through additional strategies, such as through constructing and joining new communities within the PEER platform, which allows their data to be aggregated with a pool of individuals with the same or a similar disease.
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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