Toward A Universal Biomedical Data Translator

[...]some of the questions will not be related to the use cases, which will help to prevent overfitting of the prototype system. [...]team members are engaging subject‐matter experts to provide feedback on the ranking and scoring of answers in order to iteratively improve the prototype system. [...]...

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Veröffentlicht in:Clinical and translational science 2019-03, Vol.12 (2), p.86-90
1. Verfasser: Ahalt, Stanley C.
Format: Artikel
Sprache:eng
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Zusammenfassung:[...]some of the questions will not be related to the use cases, which will help to prevent overfitting of the prototype system. [...]team members are engaging subject‐matter experts to provide feedback on the ranking and scoring of answers in order to iteratively improve the prototype system. [...]even if such a single monolithic data set existed, all‐vs.‐all associations will inevitably succumb to problems with statistical power (i.e., the curse of dimensionality). [...]the cultural and political climate is such that the public is demanding that researchers, clinicians, and funders deliver on their promise to use all data sources that have been generated at considerable public cost for the public good.
ISSN:1752-8054
1752-8062
DOI:10.1111/cts.12591