Exact(2)
All data derivations from the FAIR-HF raw data were performed by the authors and checked for consistency with the publication by Anker et al. where applicable.
Typical hypothesis-driven basic research, despite increasingly complex data derivations and analytical tools, has not produced breakthrough discoveries for complex disease states, comparable to antibiotics or the polio vaccine.
Similar(58)
It suggests that costs can be reduced by building cost aware applications that exploit data usage patterns; for example, by favouring data derivation from raw data against storage of processed data.
In this article we describe the overall structure of the model, sources of data, derivation of key input parameters for the epidemiological component of the model, and preliminary validation studies.
Models were constructed with the first half of the data (derivation dataset).
Provenance is defined as metadata that tracks the steps of data derivation, which can add value to the data itself [ 39, 40].
Provenance, also called lineage or pedigree, is defined as metadata that tracks the steps of data derivation, which adds value to the data itself [ 31].
JO and VG contributed to the development of the research methodology, acquisition of unpublished data, derivation of charts and tables and interpretation of the results.
Data derivation from the CPRD also required a very complex analysis; our analyses are robust and the results internally consistent (i.e., with increasing cutoff points for HbA1c, the event probability changed as expected).
That is, the devised data-derivation method enables the construction of a single FLC to accommodate a wide range of scenarios.
First is the data phase derivation θ ˙ A. Second, it depends on the forwarded phase derivative θ ˙ R = ψ ˙ R, 1 + ψ ˙ R, 2, which in turns depends on both ψ ˙ R, 1 and ψ ˙ R, 2 ; refer to (16).
Write better and faster with AI suggestions while staying true to your unique style.
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