Currently, approximately 700 different variables are available, though more are expected to be added in the near future as we expand the integrated archive to include complementary information.
Radiomics analysis has the potential to include complementary information to other diagnostics such as genomics, pathology and blood biomarkers (Lambin et al. 2012), allowing for an improvement in the specificity of diagnostic tests.
Meta-information includes complementary data that enable the identification of indirect relations between attributes.
The main reasons for the improvements are the application of a comprehensive set of information sources including complementary disorder predictions, sequence profiles and other relevant sequence-based predictors of structural and functional protein characteristics, novel two-layer architecture and the usage of custom features that aggregate raw prediction inputs.
Other sources of help and information include complementary and alternative medicine providers, religious advisers, family and friends, support groups and internet resources [ 13- 15].
It implies our method included the complementary information for CASTp and Ligsitecsc.
Other potential allies include complementary state institutions, such as the judiciary or agencies responsible for information and communications, or international actors, such as UN bodies or bilateral donor organisations.
Involved approaches include complementary machine learning methods.
AMIGO is characterized by new genetic operators enriched with complementary information, including auxiliary variables computed by the fitness function, as well as the global parameters of the problem.
The full catalogue of Torvum genes including Blast2GO annotations and complementary information (i.e. blast hit description for transcripts below Blast2GO annotation threshold) are available in Additional file 5, while the full set of Torvum unigene sequences (ID of contigs plus singletons and transcript sequences) is provided in fasta format in Additional file 6.
