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It's a blend of institutional memory and actionable discovery that proves both valuable and highly authoritative when switched on.
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Several speakers suggested that the public's apprehension about genomics data sharing will likely be tempered by actionable discoveries.
The next opportunity is to embed cancer genomics in clinical context so that patient-centric longitudinal clinical, genomic, and molecular phenotypes can be compiled for adaptive learning between precision medicine research and clinical care with the goal of accelerating clinically-actionable discoveries.
The contributions of this book mark a paradigm shift from "data-centered pattern mining" to "domain-driven actionable knowledge discovery (AKD)" for next-generation KDD research and applications.
And he's making fascinating -- and actionable -- discoveries, such as that a tendency toward bad shootings seems to be driven a lot less by racism than by a vulnerability to perceived threats to officers' manhood.
Another major improvement to make this platform actionable for drug discovery and development is parameter calibration using correlation between model outcome and clinical results from retrospective data.
Thus, deciding which of these genetic factors are clinically actionable requires renewed discovery and experimental testing in appropriately designed and rigorously analyzed pharmacogenetic protocols.
Selection algorithm for the prospective participant selection and ranking to maximize actionable pharmacogenetic variants and discovery in the eMERGE Network.
Ranking algorithm for the prospective participant selection and ranking to maximize actionable pharmacogenetic variants and discovery in the eMERGE Network.
System desgin for the prospective participant selection and ranking to maximize actionable pharmacogenetic variants and discovery in the eMERGE Network; † =IUPAC notation.
In contrast to discovery of actionable variants by chance or via opportunistic screening in the setting of whole exome or whole genome sequencing, a fundamentally different question is being explored as part of "GENE-SCREEN," a project of UNC's NHGRI-funded CELSI ResearchELSI ResearchSI RELSI Research
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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