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In contrast to the hierarchical clustering dendrogram before batch correction, in which rheumatoid arthritis (RA) and osteoarthritis (OA) patients clustered randomly, batch correction led to a clear separation of the RA and OA groups.
In contrast to the hierarchical clustering dendrogram before batch correction, in which RA and OA patients clustered randomly, batch correction led to a clear separation of RA and OA.
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"Images will refresh at a given rate, so you will constantly see a randomly selected batch of images from the public, some of which may be contributed in real time.
Imputation was done by dividing the samples randomly into batches of 50, and running each batch with the phased HapMap CEU data.
Study samples were sent to the laboratory for analysis in randomly ordered batches, and the laboratory was blinded to case-control status.
Films were read in randomly sorted batches of 200.
Participant invitation letters were sent out randomly in batches of 60 (figure 1).
Analysis of TND-MLMD and BWS-MLMD patients' 450 k data, using the single sample analysis pipeline and a randomly selected batch-matched control group of size 50, identified several regions of differential methylation in a number of cases.
Papers identified by these searches were collated and three randomly sampled batches of 100 abstracts were independently screened by two of the researchers, and consensus was achieved through discussion with the wider team.
At the same time, we randomly chose a batch of transitions to update the weights (theta _i) of the control network through stochastic gradient descent method.
Because we chose the batch randomly in every step, the different training batch sets between the continues gradient descent steps led the apparent fluctuation in Fig. 4 in both of the environments.
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