Journal of biological engineering

J Biol Eng · ISSN (print) 1754-1611 · 3 papers in corpus
other 2026
Use of artificial neural network optimization for MHD and non-Newtonian peritoneal Jeffery nanofluid dynamics on female reproductive health
doi:10.1186/s13036-026-00690-5 ·PMID:42121277

The dynamics of peritoneal fluid has vital applications in various physiological functions, particularly in female reproductive physiology, which modulates the transport of gametes within the fallopian tubes. This research aims to study the…

article 2024
Identification and verification of diagnostic biomarkers for deep infiltrating endometriosis based on machine learning algorithms
doi:10.1186/s13036-024-00466-9 ·PMID:39587559

This study addresses the challenges in the early diagnosis of deep infiltrating endometriosis (DIE) by exploring the potential role of the deubiquitinating enzyme USP14. By analyzing the GSE141549 dataset from the Gene Expression Omnibus (G…

article 2024
Unraveling pathogenesis, biomarkers and potential therapeutic agents for endometriosis associated with disulfidptosis based on bioinformatics analysis, machine learning and experiment validation
doi:10.1186/s13036-024-00437-0 ·PMID:39061076

BACKGROUND: Endometriosis (EMs) is an enigmatic disease of yet-unknown pathogenesis. Disulfidptosis, a novel identified form of programmed cell death resulting from disulfide stress, stands a chance of treating diverse ailments. However, th…