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

Cardiovascular diseases (CVD) are a group of disorders that affect the heart and blood
vessels. They include conditions such as myocardial infarction, coronary artery disease …

The most common approaches to discovering genes associated with specific diseases are
based on machine learning and use a variety of feature selection techniques to identify …

Three types of highly promising small RNA therapeutics, namely, small interfering RNAs
(siRNAs), microRNAs (miRNAs) and the RNA subtype of antisense oligonucleotides (ASOs) …

Medical document classification is one of the active research problems and the most
challenging within the text classification domain. Medical datasets often contain massive …

During recent years, biological experiments and increasing evidence have shown that
microRNAs play an important role in the diagnosis and treatment of human complex …

Antimicrobial peptides (AMPs) are considered as promising alternatives to conventional
antibiotics in order to overcome the growing problems of antibiotic resistance …

Advanced genomic and molecular profiling technologies accelerated the enlightenment of
the regulatory mechanisms behind cancer development and progression, and the targeted …

With the exponential growth in the daily publication of scientific articles, automatic
classification and categorization can assist in assigning articles to a predefined category …

Numerous biological environments have been characterized with the advent of
metagenomic sequencing using next generation sequencing which lays out the relative …