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Fig. 4 MSE performance of the weighted SP recovery based on the diagnosed supports.
Fig. 6 Weighted SP recovery based on the diagnosed supports with different penalty values.
Fig. 5 Weighted SP recovery based on the diagnosed supports with different pilot lengths.
In this section, the support diagnosis algorithm is first proposed based on the reciprocity in angular domain for uplink and downlink channels; then, the downlink massive MIMO channel estimation algorithm based on the diagnosed support is proposed.
Finally, based on the diagnosed quality characteristics responsible of the change in the multivariate-attribute process variability, only one ANN estimator is activated for change point estimation in the quality characteristics whose variances are changed.
In order to integrate the support diagnosis information of downlink channel into the CS algorithm, we assign a weighting matrix W = diag([w1, ⋯, w N ]) based on the diagnosed support information.
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The inclusion criteria for children with disabilities were based on the diagnoses that justified children being orientated towards special schooling.
Based on the diagnoses in the hospitals, injury severity was measured by the Injury Severity Score (ISS).
Variance was used to analyze the some information based on the diagnoses of CK, SK, and NC.
10 Comorbidities were confirmed by ICD-9 codes based on the diagnoses of hospitalisation for index stroke.
Table 3 presents the SDQ-predicted diagnoses for both dichotomisation levels and DAWBA diagnoses, i.e., the 'gold standard' based on the diagnoses assigned by the four clinicians.
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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