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In [87] the authors apply a context-based reliable component selection and construct intervals for the most reliable features of each subject.
Mammographic microcalcifications represent one of the most reliable features of nonpalpable breast cancer yet remain largely unexplored and poorly understood.
Uninformative or redundant features tend to be eliminated in an iterative process as less relevant, allowing refinement of the fingerprint's definition to include only its most reliable features.
Following the methodology for parameter tuning as described in the TUSON explorer [ 19], we applied the Lasso approach [ 46] to identify the most reliable features for predicting OGs and TSGs.
The diagnostic potential of the most reliable features was then assessed in clinically typical IBM with rimmed vacuoles (n=15), clinically typical IBM without rimmed vacuoles (n=9) and IBM mimics protein accumulation myopathies containing rimmed vacuoles (n=7) and steroid-responsive inflammatory myopathies (n=11).
Region sets were combined in order to cast as wide a net as possible in identifying regions that may contribute to the 2 most reliable features of the behavior (the task effect, and the modulation of the task effect by lexicality); also there was considerable overlap between the images.
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To maximize the entropy, and hence discriminativity, of the fused template, the most reliable feature parts of two iris-codes are combined, and based on a detailed investigation of decoding strategies, we choose an ideal trade-off between computational and biometric performance.
The excretion of LMW proteins in the urine such as albumin, β2-microglobulin and α1-microglobulin continues to be the most reliable feature of the disease.
There are no prospective trials on the imaging differentiation of Wilms tumours and NBS but a retrospective study of 29 patients found that homogeneity on all modalities was the most reliable feature in the latter.
The most reliable feature set for TSG prediction included the ratio of LOF to benign mutations (p = 2.1 × 10−26, β = 2.13), splicing to benign mutations (p = 3.1 × 10−22, β = 1.85) and the frequency of homozygous copy number losses (p = 1.1 × 10−8, β = 1.08).
An individual's physical or behavioural characteristics are a key to the identification and therefore, CBA (biometrics) are seen as the most reliable authentication features [14].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com