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We considered three popular tests among several existing ones: a test based on recurrence data proposed by Peto, the cause-specific test and the cumulative incidence test proposed by Gray.
The classical approach is based on recurrence formulas which cannot be efficiently parallelized.
Based on recurrence relations, fast and stable numerical operators for 1/r, r(d/dr), the Laplacian and Helmholtz operators and their inverses are developed.
Existing fast algorithms, based on recurrence relations, are subject to a variety of instabilities, limiting the effectiveness of the approach for expansions of high degree.
In this work, we propose a method based on recurrence plots' distance matrices and convolutional neural network (CNN) that does not require feature engineering.
These two different corrosion types can be accurately predicted by random forest and principal component models based on recurrence quantification analysis of either electrochemical potential or current noise data, regardless of threshold values.
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Here we present a novel, promising approach for anaesthesia monitoring, basing on recurrence quantification analysis (RQA) of EEG recordings.
Treatment failure was defined based on cancer recurrence, local cancer recurrence, and non-local cancer recurrence following SBRT.
In each cycle of the model, recurrence risk for each simulated patient is evaluated based on the Recurrence Score category (low, intermediate or high, as reported by Paik et al, 2006; Figure 1).
Considering that disease recurrence may provide a better understanding of clinical prognosis, further analyses were performed based on disease recurrence rather than overall survival (Andre et al, 2004).
The data available for Oncotype DX® are based on distant recurrence after 10 years, but the data for Mammostrat® patients are reported for any recurrence over the same time period.
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