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The qualified categorisation will in the next step be used to define fuzzy membership functions that fuzzify the infrastructure input captured in the patterns.
This categorisation will then be correlated with treatment allocation and quantitative outcome data.
Particular attention will be paid to the distributions of the raw scores of each measure and appropriate transformation or categorisation will be conducted.
The categorisation will be the same as for the MR imaging (i.e. specific final diagnosis, broad diagnosis category and separate system normal/abnormal rating) (Table 2).
5 In clinical practice, this will be particularly important near the threshold for diagnosis, where most errors in categorisation will occur if ambulatory monitoring is not used.
Moreover, it is intended that the ensuing categorisation will be useful from a practical point of view, by combining good prediction ability with ease of use in routine clinical practice.
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Acting NAHT Cymru director Dr Chris Howard said: "The new school categorisation system will anger many schools in Wales at a time when the minister should be recognising the hard work that's been done to raise standards.
In order to construct the new prognostic index score, factors were entered as categorical values as far as possible to keep the computations simple, although categorisation inevitably will result in some loss of information.
A change in reimbursement as well as categorisation of ICUs will take place in 2014.
Analysis of the interview transcripts, categorisation and analysis will be crosschecked by two researchers.
Analysis of the interview transcripts, categorisation and analysis will be cross-checked by three researchers.
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