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To comply with HIPAA policies, patient data were labeled by accrual number.
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To maintain anonymity, interview data were labelled by participant number, gender and treatment group (BO for booklet only and B+TS to indicate booklet with telephone support condition).
Being different from EMO-DB, VAM data are labeled by 17 human labelers on a 5-point scale for three dimensions (valence, activation, and dominance).
After recording of all speakers, the data was labeled by three annotators with "happiness," "sadness," "anger," "fear," "surprise," and "neutral" in piece by piece.
For data analysis, peaks were labelled by peak number, which corresponded to their retention times (Table 1).
The software is trained on sets of data that have been labeled by humans — identifying, for example, the pictures of cats, dogs and horses.
An active learner may pose queries, usually in the form of unlabeled data instances to be labeled by an oracle (e.g., a human annotator, for example, see [72]).
But most computer vision algorithms work via what's called supervised learning, in which they ingest a great deal of data that's been labeled by humans with the correct answers — for example, images with everything in them outlined and named.
In KP-ABE scheme [13], the data access policy (denoted as Au_KP) is specified by data users; the ciphertext is labeled by a set of attributes (denoted as A_o).
Where possible, assays or data sources have also been labeled by appropriate disease or toxicology categories, and we label these categories as "phenotypes".
This observation agrees with previous biochemical data showing that Kir6.2 can be labeled by 125I-azidoglibenclamide and deletion of KNtp reduced not only 125I-azidoglibenclamide labeling (Babenko and Bryan, 2002; Vila-Carriles et al., 2007) but also the affinity for GBM and repaglinide (Kuhner et al., 2012).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com