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In another interesting study, Vallverdu and colleagues examined heart rate and respiratory pattern complexity in 78 patients during weaning trials using information flow analysis, which describes the regularity of signals by estimating the auto- and mutual information functions.
Moreover, it seems that these changes were largely due to a decrease in attractive ornaments (iridescence and spot number – an index of overall pattern complexity) in the down attractiveness line.
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Weaning failure patients exhibited significantly decreased respiratory pattern complexity, reflected in reduced sample entropy and lyapunov exponents and increased DFA exponents of respiratory flow time series, compared to weaning success subjects (p < 0.001).
A decrease in distance and an increase in pattern complexity induced a shift of the trade-off between acquisition and memory towards the 'low-memory' sub-strategy.
The data also shows a general increase in the number of patches recognised and in pattern complexity.
Across these groups, we varied pattern complexity and locomotion distance in order to quantify the trade-off between memorization and acquisition intensive strategies.
In general, studies have agreed that AD causes a decrease in EEG pattern complexity [20 26], a factor likely caused by the reduction in non-linear connections between cortical regions, neuronal death, or even deficiency of neurotransmitters [27].
The novel concept of geostatistical entropy (GeoEntropy) as a measure of pattern complexity and similarity is addressed in this paper.
Moreover, one should expect the denominator degree of the moment generating function to increase with the pattern complexity which could thus result again in untractable computations.
The repartition of the resulting pattern complexities is shown in Figure 4.
It seems that patients with sepsis and septic shock exhibited similar patterns of complexity in these scales (their distance forms in deep blue areas in the figure), whereas subjects with SIRS form a rather distinct area of similarity, and in most cases, the distances between cases belonging to SIRS and sepsis are higher.
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