In this extended paper, we generalized the findings by showing that the derived information from robust gene pairs could improve the accuracy of cancer classification independent of the underlying classification algorithms.
The paper is structured in a first theoretical part, in which the concepts underlying the classification of road profiles according to the ISO 8608 are synthetically included.
Recent attempts to pinpoint the gene expression signature underlying the classification of breast samples [for example, [ 30, 49, 53, 54]] revealed gene sets that primarily divide breast samples into two main categories, the luminal and the non-luminal, each of which can be subsequently subdivided into finer groups.
Stage provides a rough estimate of tumor burden and is assessed in MM using the Durie Salmon Staging System and the International Staging System.Disease biology is characterized by the underlying molecular cytogenetic classification of MM, as well as additional cytogenetic abnormalities that are acquired with clonal evolution.
The distinctions between the duration of depression, the circumstances under which it arises, and certain other characteristics underlie the classification of depression into different types.
The classification and the evidence underlying the classification are delivered as output.
Obsessive-compulsive disorder (OCD) is phenomenologically heterogeneous, and findings of underlying structure classification based on symptom grouping have been ambiguous to date.
Notably, the evolutionary tree process driving sequence divergence, underlies the hierarchical classification of protein families, and make it an especially appealing playground for hierarchical clustering methods.
The basic principle underlying the classification system is the potential of most products to exhibit widely divergent behavior as a function of the moisture load.
I present two worked examples illustrating the value of the approach for describing variation among hybrid populations and evaluating the validity of the assumption underlying discrete classification.
