With the rapid development in technology, large amounts of high-dimensional data have
been generated. This high dimensionality including redundancy and irrelevancy poses a …

The human microbiome has become an area of intense research due to its potential impact
on human health. However, the analysis and interpretation of this data have proven to be …

Background Biomarker discovery exploiting feature importance of machine learning has
risen recently in the microbiome landscape with its high predictive performance in several …

Mesothelioma is a form of cancer that is aggressive and fatal. It is a thin layer of tissue that
covers the majority of the patient's internal organs. The treatments are available; however, a …

Ulcerative colitis (UC) is a chronic relapsing inflammatory bowel disease with an increasing
incidence and prevalence worldwide. The diagnosis for UC mainly relies on clinical …

Many physical, social, and psychological changes occur during aging that raise the risk of
developing chronic diseases, frailty, and dependency. These changes adversely affect the …

Osteoporosis (OP) is a metabolic bone disorder characterized by low bone mass and
deterioration of micro-architectural bone tissue. The most common type of OP is …

Metagenomics, Metabolomics, and Metaproteomics have significantly advanced our
knowledge of microbial communities by providing culture-independent insights into their …

The human gut microbiome is an intricate ecosystem with profound implications for host
metabolism, immune function, and neuroendocrine activity. Over the years, studies have …

The composition, viability and metabolic functionality of intestinal microbiota play an
important role in human health and disease. Studies on intestinal microbiota are often based …