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Preprocessing of arterial spin labelling data consisted of subtracting the unlabelled from the labelled images, motion correction and averaging across the 100 resulting volumes.
The problem, however, is that labelling data is laborious, and since it's a job carried out by teams of humans it is prone to inaccuracy and inconsistency.
In total, we extracted classification and labelling data for 4136 substances (of which 139 were mixtures) from Annex VI of the CLP Regulation.
We were therefore delighted when BioMed Central not only enthusiastically adopted the idea but took positive steps to implement this as part of their publication process, for example by labelling data items with the OKF's "OPEN DATA" logo.
This renders radioactive labelling data hard to interpret and ambiguous.
Only four percent of the EDCs incorporated BrdU after 6 hrs of labelling (data not shown).
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The multi-label data are structured in a more complex way than single-label data.
It uses labeled data from the source and limited labeled data from the target.
Classification algorithms often handle large amounts of labeled data.
However, in most cases, the labeled data is limited.
This is primarily because most approaches rely on labeled data.
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