Sentence examples for data from multiple conditions from inspiring English sources

We developed an iterative learning procedure to learn the parameters of our model and a multi-task learning method for combining data from multiple conditions.

Finally, we compare MKL with an extant method, ANAT [ 4], demonstrating the power of our algorithm in integrating data from multiple conditions in a compact and informative manner.

There are a number of methods available for identifying DE genes that may be used when data from multiple conditions is available.

Although the optimization problem in Equation (4) can be used with expression data from multiple conditions (e.g. different types of cancer), the output is one set of modules for all conditions.

By comparing to an extant, single-condition tool we demonstrate the power of our new approach in integrating data from multiple conditions in a compact and coherent manner, capturing the dynamics of the underlying processes.

Finally, using microarray data from multiple conditions and species, various comparative studies have been conducted so as to reveal transcriptional regulatory modules, predict gene functions, and uncover evolutionary mechanisms [ 32].

Our data confirm that the system is suitable for pre-clinical drug delivery, and results from multiple conditions are highly repeatable and robust.

For modeling and monitoring large-scale plant-wide processes with big data from multiple operating conditions, a novel distributed parallel Gaussian mixture model is proposed based on the Hadoop MapReduce framework.

The Harbison data, which contain data from multiple growth conditions for many of the TFs, have been extensively analyzed.

VistaClara was originally written as a stand-alone tool for interactively analyzing gene expression data from multiple experimental conditions.

Using microarray results from publically available data, it was possible to find gene expression data from multiple experimental conditions for several of the grapevine WRKY genes.