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Some values are not linked to concept codes because the instance data is unstructured text or simply not suitable as a concept in the NCI Thesaurus.
Moreover, when all the instance data of different patients is added to this large ontology, it becomes very difficult to reason over it with existing reasoners in a scalable and performant manner.
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In the first instance data provided by Haringey to contribute towards the provisional assessment was found to be misleading.
For a feasibility test, sample databases of tool catalogs and the machining instance data of heat resistant super alloys are implemented and used.
In the first instance, data was obtained for four genes that are known to be somatically mutated in cancer: HRAS (Reddy et al, 1982), KRAS2 McCoyy et al, 1983), NRAS (Hall et al, 1983) and BRAF (Davies et al, 2002).
The former ignore the information obtained from instance data.
For price points at or above $0.25, the clear answer to the optimum amount of external instance data is 50% of the incoming instances.
Rule-based algorithms usually have the advantage of relatively fast running speed, but share the disadvantage of ignoring the additional information from instance data.
While taking advantages of extra clues contained in instance data, the learning-based algorithms are likely to be slower.
For instance, data from the Autism and Developmental Disabilities Monitoring Network put the prevalence at 1.46% in 2012.
For instance, data from the U.S. estimates a per capita increase in the consumption of sweetened drinks of around 500% over the past 60 years [2].
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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