Data analytics is routinely used to support biomedical research in all areas, with particular
focus on the most relevant clinical conditions, such as cancer. Bioinformatics approaches, in …

Simple Summary Modifications of gene expression (epigenetic alterations) have been
implicated in the pathogenesis of complex diseases, such as Alzheimer's disease (AD) …

With the rapid advancements in smart meters, energy internet, and high-performance
computing technologies, deep learning methods are increasingly used for detecting …

As the importance of data-based predictive maintenance frameworks is rising, one of the
emerging issues is the missing values in industrial data. Data with various missing values …

Motivation The adoption of current single-cell DNA methylation sequencing protocols is
hindered by incomplete coverage, outlining the need for effective imputation techniques …

Illumina DNA methylation bead arrays provide a cost-effective platform for the simultaneous
analysis of a high number of human samples. However, the analysis can be time …

Background: High surrounding greenness has many health benefits and might contribute to
slower biological aging. However, very few studies have evaluated this from the perspective …

Context There is a growing body of evidence that epigenetic changes including DNA
methylation influence the risk of type 2 diabetes (T2D) and its microvascular complications …

Simple Summary Osteosarcoma (OS), which accounts for about 35% of bone malignancy,
shows aggressive progression in adults, adolescents, and children. Neoadjuvant …

Background High-throughput technologies enable the cost-effective collection and analysis
of DNA methylation data throughout the human genome. This naturally entails missing …