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We use hierarchical clustering (Fowlkes and Mallows, 1983), a greedy clustering algorithm that starts with each data element in its own cluster, and then merges the most similar clusters until no two clusters are above a predetermined linkage affinity.
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Each CAP guideline is comprised of checklists with the data elements to describe the gross as well as microscopic attributes of the neoplasm including pathological staging and perifocal reactions such as margins, angio- as well as perineural invasion with specified valid values for each data element that are important for clinical decision-making and prognostication of individual cases.
In this model, each data element is associated with two points in time that define the first and the last moment when it is valid [18, 19].
She was charged with organizing a list of data elements and their relationships (syntactics) and the allowable values for each data element (semantics).
The data dictionary contains a record for each data elements with descriptors and, where appropriate, limits on data entry.
Data elements that conform to ISO/IEC must be associated with one data element concept (DEC) and one value domain.
Development of Common Data Elements (CDEs) involves the creation of a distinct readable phrase or sentence associated with a data element within a data dictionary.
Each common data element is associated with an object or concept, attribute, and valid value(s).
A box and whiskers plot (Ott and Longnecker 2004) was created with all model element values compared with their corresponding data element values.
Issues associated with the ISO/IEC11179 include the lack of any structuring of data elements, apart from their association with data element concepts.
The cohort consisted of 874 patients with adenocarcinoma of the lung, each with 47 clinical data elements.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com