As the number of documents increases in multi-document summarization, the summarizer gets more difficulties in performing the summarization.
Ambitiously, Roland says his future plans are to make the summarization technology readily available across all devices, "wherever people read digital information".
In general, the results based on the MAS5 strategy are slightly better than those based on RMA for any quality-based test statistic, but the relative rankings of the different statistics remain almost the same across the two summarization methods.
Summarization of the outcomes of interest across all patients in the cohort yielded expected values for each treatment group.
While we had also intended to evaluate one or more formal measures insulin sensitivity, the wide variation in methodology and reporting across trials precluded quantitative summarization.
The visualization and summarization of the array CGH data outputs, potentially across many samples, is an important process in the identification and analysis of SVs.
Additionally, probe selection strategies (Xing et al., 2006), in which a subset of probes which show highly correlated intensities across multiple samples are selected for summarization of overall expression, guards against cross-hybridization biases originating from a minority of probes.
The import process of the CEL files contained RMA normalization (robust multi-chip average) including background correction, quantile normalization across all arrays and median polished summarization based on log transformed expression values.
To facilitate the summarization of the performance in each cognitive domain across different types of outcome parameters (e.g., accuracy, RT), each outcome parameter was normalized and fit to an IQ-like scale (mean: 100, SD: 15) in an age- and education-specific fashion.
In contrast to our review, McDonald et al. [ 10] conducted a descriptive review of the included studies instead of a quantitative summarization (i.e., meta-analysis) of findings across studies because of the heterogeneity in the methodology of adherence-enhancing intervention studies.
