Gene Expression is the process of determining the physical characteristics of living beings
by generating the necessary proteins. Gene Expression takes place in two steps, translation …

Background: The existence of specific microbial profiles for different periodontal conditions
is still a matter of debate. The aim of this study was to test the hypothesis that 40 bacterial …

Periodontitis is a widespread chronic inflammatory disease caused by interactions between
periodontal bacteria and homeostasis in the host. We aimed to investigate the performance …

Generative language models have witnessed substantial traction, notably with the
introduction of refined models aimed at more coherent user-AI interactions—principally …

Classification of cancer subtypes is of paramount importance for diagnosis and prognosis of
cancer. In recent years, deep learning methods have gained considerable popularity for …

To analyze gene expression data with sophisticated grouping structures and to extract
hidden patterns from such data, feature selection is of critical importance. It is well known …

Molecular subtype classification represents a challenging field in lung cancer diagnosis.
Although different methods have been proposed for biomarker selection, efficient …

Purpose: Consensus molecular subtyping (CMS) of colorectal cancer has potential to
reshape the colorectal cancer landscape. We developed and validated an assay that is …

Molecular descriptor selection is a pivotal tool for quantitative structure–activity relationship
modeling. This paper proposes a novel molecular descriptor selection method on the basis …

In the field of medical care, feature (gene) selection has been a chronic research topic. For
the feature selection, microarray data are an exigent part to diagnose any disease. In any …