The software Pointillist was used to cope with the highly disparate data, circumventing the biases generated by the specific responses linked to single studies.
The resulting novel data structure horizontally divides the data to circumvent traditional problems associated with the use of databases for very large genomic data sets.
The inherent advantage to this approach is that whole-brain data analysis of "resting state data" effectively circumvents many of the methodological pitfalls associated with examining "activation" changes in clinical samples (e.g., task difficulty, performance inequalities) (see [12], [15]).
A type of threat action whereby an unauthorised entity gains access to sensitive data by circumventing a system's security protections.
Amazingly, many of the cards included zip code or state data, thereby circumventing the fraud protections, as many banks automatically treat out-of-state card purchases as suspect.
The ADP strategy allows the user to derive an improved control policy given a simulation model and some starting control policy (or alternatively, closed-loop identification data), while circumventing the 'curse-of-dimensionality' of the traditional dynamic programming approach.
In particular, SVAR is designed specifically for gene expression data to circumvent the small sample problem.
These data also circumvent the need for providers to initiate reporting, an important consideration in light of the time pressures that constrain existing reporting.
Here, we take advantage of population genomics data to circumvent potential alignment issues to confirm the previous observations, and quantify rates of polymorphism and test for evidence of selection based on site frequency spectra (SFSs).
The results show that the developed method is able to detect over 3,000 peptides per fecal sample from the spectral data by circumventing the lack of a defined proteome without naive translation of matched metagenomes and cross-species peptide identification.
