The numbers of essentiality experiments that are being reported are continually increasing; therefore, we will continue to update IFIM to cover more experiments and more species, as well as integrate more information about each IFIM data set.
We will therefore update piRBase and integrate more information supporting piRNA functional analysis at intervals depending on the rate with which new data appear, expecting to issue new versions of the database about once every half year.
Earlier approaches to overcome such limitation consisted of modeling different types of replicators interacting with each others, which, collectively, would integrate more information than each individual species (e.g., the hypercycle; Eigen and Schuster 1978).
The MEI is favored over other conventional indices because it integrates more information, reflects the nature of the coupled ocean atmosphere system better than either component alone, and is less vulnerable to non-ENSO-related variability and to occasional data glitches in the monthly cycles (Chaves and Pascual 2006; Wolter and Timlin 1998).
Aside from embedded graphs, there has been little work in integrating more sophisticated information visualization, such as time series data and multi-dimensional attributes, within the context of brain anatomical structures.
This is also a reason that this study applies only four neighborhood pixels, and it is also possible to explore different neighborhood structures for integrating more context information and multiscale patterns in our proposed RICWLTP, which is left to the future work.
On the other hand, the VHPIN analysis can be further explored using more complex metrics, graph kernels or integrating more biological information available such as sub-cellular localization or biological function.
We then evaluate our proposed models by the rankings of the ground truth genes in each of the six proposed models' gene scoring vector µ and demonstrate the effects of integrating more background information in ranking.
This standardized, universal approach to health service-specific evaluations may present an option for integrating more nuanced information into broader health facilities datasets and should be explored further in the pursuit of developing a standard assessment tool and set of indicators.
