A Systematic Review of the Application of Machine Learning in CpG Island (CGI) Detection and Methylation Prediction

R Wei, L Zhang, H Zheng, M Xiao - Current Bioinformatics, 2024 - ingentaconnect.com
Background: CpG island (CGI) detection and methylation prediction play important roles in
studying the complex mechanisms of CGIs involved in genome regulation. In recent years …

CpG Island Detection Using Modified Transformer Model with Pre–trained Embedding

MJ Hossain, MIH Bhuiyan… - 2023 26th International …, 2023 - ieeexplore.ieee.org
Accurate detection of CpG islands plays a pivotal role in uncovering potential promoter
regions for housekeeping and tissue-specific genes, shedding light on critical epigenetic …

[HTML][HTML] mRNA Expression and DNA Methylation of CXCL16 in Menstrual Blood and Endometrium Tissue of Subjects with Endometriosis and Pelvic Pain

F Febriyeni, A Hestiantoro, T Tulandi… - The Indonesian …, 2024 - inabj.org
BACKGROUND: The cytokine chemokine ligand 16 (CXCL16) plays an important role in the
pathophysiology of endometriosis by regulating the inflammatory response and contributing …