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Moreover, the interesting and useful association rules are extracted using a multi-criteria analysis approach.
Finally, our proposed approach has several advantages: Extract the relevant and useful association rules.
This does not mean the predictions are necessarily biologically wrong, and on the positive side, the gene learning algorithms can still do better than the node degree list, meaning they extract useful association information.
This example illustrates how a domain-based approach to GO mapping leads to a more accurate and useful association of GO terms to proteins.
The value of serum AMH, independent of age, to predict live-birth rate or oocyte quality has remained controversial, with some studies continuing to show no association, whereas other studies demonstrate a small but useful association [22 ▪, 23– 29, 29 ▪▪].
An area of current controversy is whether serum AMH has a clinically useful association with the number of CGG repeats in the fragile X gene, FMR1, which is known to have 55 or greater CGG repeats much more frequently in women with POI than normal controls [52 ▪, 57].
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We therefore choose to report all the results for men and women separately to highlight all potentially useful associations for subsequent studies.
In addition to improving our understanding of liver carcinogenesis, large scale DNA promoter methylation profiles may produce useful associations with clinical parameters such as recurrence and survival.
Self-administered questionnaires have limitations in identifying cause effect relationships, but can still show useful associations [ 31].
Motivation: Discovering useful associations between biomedical concepts has been one of the main goals in biomedical text-mining, and understanding their biomedical contexts is crucial in the discovery process.
Although it is possible that a comprehensive haplotype-tagging approach may engender useful associations, it is clear that no large effect due to these germline variants, which have previously been shown to influence BMD, is evident in this study.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com