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An identifiability analysis revealed that only 6 out of 26 parameters are identifiable from the available data (typical hydrolysis experiments).
First, which models are identifiable from infinite data?
Three operational conditions are identifiable from the resulting noise analysis viz.
But the failure of text-identifiability for certain classes of languages is different from underdetermination in a very important way, because there are infinite classes of infinite languages that are identifiable from text.
The signaling cascade identification challenge explored the extent to which signaling proteins are identifiable from flow cytometry data.
Colour morphs are identifiable from the third day of the second nymphal stage.
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However, using modern data mining techniques, patients may still be identifiable from a de-identified data set.
Nine CLE-like sequences have been identified in root-knot nematode genomes and three were identifiable from the G. pallida genome (Cotton et al. 2014; Bobay et al. 2013).
The mostly widely used privacy model of these works is adapted from what so called k-anonymity [28], [29], which requires that an individual should not be identifiable from a group of size smaller than k based on their quasi-identifies (QIDs), i.e., a set of attributes that can be used to uniquely identify the individuals.
A recent analysis using a new diagnostic test for phylogenetic identifiability based on data cloning suggested that a backbone topology of angiosperms was identifiable from plastid sequence data using the GTR + Γ model [ 143], but the tree in this paper is much larger and the models more complex.
Objective markers of ADRs, e.g. laboratory results, were identifiable from the patient notes and the hospital computer system, while subjective markers of ADRs, for example headache, nausea and rash were identified through patient notes, discussion with the ward team and, where appropriate, discussion with the affected patient.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com