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Participants will receive an annotated summary of the main results.
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Records for particularly important works can be annotated with summary points or page references.
Clicking on any of the returned hits will display the entire list of annotated literature summaries for that particular subcategory.
In the first setting, 268 annotated discharge summaries from the 2009 i2b2 challenge were used (17 from the training set and 251 from the test set).
Evaluation on 268 manually annotated discharge summaries from the i2b2 challenge showed that the local CRF-based voting method achieved the best F-score of 90.84% (94.11% Precision, 87.81% Recall) for 10-fold cross-validation.
Overall, 14,957 transcripts had KO identifiers and were annotated as putative genes and protein families (see Additional file 2 for the annotation summary).
In summary, annotated DEGs in the caecal and colonic mucosal tissues of high and low FCR pigs were analysed and compared.
Each compound was annotated with a summary statement of reported human liver injuries, severity of the injuries, and a qualitative description of reporting frequencies.
The entire genome sequence has been fully annotated and a summary of genes in major functional categories is shown in Table 2. GC skew analysis failed to present a strong inflection point indicative of an origin of replication.
Apache cTAKES was used to annotate discharge summaries and normalize medications, diseases, and symptoms to a UMLS CID. Figure 2 illustrates the most frequently occurring terms in this dataset.
The training set comprised of 40 discharge summaries annotated by three experts; another 30 documents constituted the test set.
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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