Machine learning has shown utility in detecting patterns within large, unstructured, and
complex datasets. One of the promising applications of machine learning is in precision …

Microarray technology is a powerful approach for genomics research. The multi-step, data-
intensive nature of this technology has created an unprecedented informatics and analytical …

A plenitude of feature selection (FS) methods is available in the literature, most of them
rising as a need to analyze data of very high dimension, usually hundreds or thousands of …

A number of bifidobacterial species are found at a particularly high prevalence and
abundance in faecal samples of healthy breastfed infants, a phenomenon that is believed to …

Abstract IL-19, IL-20, IL-22, IL-24, and IL-26 are members of the IL-10 family of cytokines that
have been shown to be up-regulated in psoriatic skin. Contrary to IL-10, these cytokines …

Plants require daily coordinated regulation of energy metabolism for optimal growth and
survival and therefore need to integrate cellular responses with both mitochondrial and …

Streptococcus pneumoniae (pneumococcus) is a leading human respiratory pathogen that
causes a variety of serious mucosal and invasive diseases. D39 is an historically important …

The study of gene expression profiling of cells and tissue has become a major tool for
discovery in medicine. Microarray experiments allow description of genome-wide …

Twelve populations of Escherichia coli, derived from a common ancestor, evolved in a
glucose-limited medium for 20,000 generations. Here we use DNA expression arrays to …

Background Bifidobacteria constitute a specific group of commensal bacteria that commonly
inhabit the mammalian gastrointestinal tract. Bifidobacterium breve UCC2003 was …