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The sample nodes are labeled with case/control status, and LP diffuses the labels across graph edges to the feature nodes and back again, until a stable solution is reached.
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In practice, the cumulative degree changes of sampled nodes are likely to be smaller due to positive and negative changes in degree.
Finally, the estimation of node's localization can be obtained by using the sampled nodes being selected optimally from the differential evolution algorithm.
The number of sampled nodes was introduced as a covariate with five categories (1 6, 7 9, 10 14, 15+ and unknown).
The median short-axis diameter of the sampled nodes was 10 mm (IQR 7-15) and 562 (80.6%) of them were in the mediastinum.
Random subnetworks were generated by randomly sampling the same number of nodes as in CASN from WHPN; the connections in the sampling nodes were kept in the random subnetworks.
The sampled node was added into the sub-network according to its score.
One patient's sampled node was positive for tumor.
Excising or biopsying any suspicious peritoneal area and sampling lymph nodes are also recommended practices.
It may also guide lymph node sampling, particularly if nodes are found to lie outside the standard nodal dissection field.
Here if there are sample nodes to represent the myocardium, is a matrix, is a matrix, is a vector and is a vector.
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