Aims Major depression disorder (MDD) is the single greatest cause of disability and
morbidity, and affects about 10% of the population worldwide. Currently, there are no …

Healthcare is undergoing a transformation, and it is imperative to leverage new technologies
to generate new data and support the advent of precision medicine (PM). Recent scientific …

DNA microarray technology has emerged as a prospective tool for diagnosis of cancer and
its classification. It provides better insights of many genetic mutations occurring within a cell …

Identifying essential genes in a given organism is important for research on their
fundamental roles in organism survival. Furthermore, if possible, uncovering the links …

Elucidating the effects of naturally occurring genetic variation is one of the major challenges
for personalized health and personalized medicine. Here, we introduce SNAP2, a novel …

Background: Machine-learning models may aid cardiac phenotypic recognition by using
features of cardiac tissue deformation. Objectives: This study investigated the diagnostic …

As the bioinformatics field grows, it must keep pace not only with new data but with new
algorithms. Here we contribute a thorough analysis of 13 state-of-the-art, commonly used …

This paper presents an ensemble machine learning (ML) model for prediction of modulus of
elasticity (MOE) of concrete formulated using recycled concrete aggregate (RCA), in relation …

Abstract N 6-methyladenine (6mA) is one kind of post-replication modification (PTM or
PTRM) occurring in a wide range of DNA sequences. Accurate identification of its sites will …

During drug development, safety is always the most important issue, including a variety of
toxicities and adverse drug effects, which should be evaluated in preclinical and clinical trial …