We summarise various ways of performing dimensionality reduction on high‐dimensional
microarray data. Many different feature selection and feature extraction methods exist and …

Disease diagnosis and prediction methods in biotechnology and medicine have significantly
advanced over time. Consequently, analyzing raw gene expression is crucial for identifying …

Single-cell RNA sequencing (scRNA-seq) has revealed an unprecedented degree of
immune cell diversity. However, consistent definition of cell subtypes and cell states across …

Underlying cellular responses is a transcriptional regulatory network (TRN) that modulates
gene expression. A useful description of the TRN would decompose the transcriptome into …

Omics data contain signals from the molecular, physical, and kinetic inter-and intracellular
interactions that control biological systems. Matrix factorization (MF) techniques can reveal …

Combined analyses of molecular data, such as DNA copy-number alteration, mRNA and
protein expression, point to biological functions and molecular pathways being deregulated …

Doxorubicin is an anthracycline chemotherapy agent effective in treating a wide range of
malignancies, but it causes a dose-related cardiotoxicity that can lead to heart failure in a …

Data mining is a powerful method to extract knowledge from data. Raw data faces various
challenges that make traditional method improper for knowledge extraction. Data mining is …

This paper investigates the use of an electroencephalogram (EEG) signal to classify a
subject's stress level while using virtual reality (VR). For this purpose, we designed an …

Background Pouchitis is common after ileal pouch-anal anastomosis (IPAA) surgery for
ulcerative colitis (UC). Similar to inflammatory bowel disease (IBD), both host genetics and …