Volume 17, Issue 11 — November 2023
University of Technology, Department of Computational Biology, USA
Keywords: machine learning, drug discovery, artificial intelligence, deep learning, graph neural networks, pharmaceutical development, toxicity prediction
Machine learning algorithms are transforming the pharmaceutical industry by accelerating drug discovery and reducing development costs. This study presents a comprehensive analysis of various ML appro...
Epigenetics Research Group, Cancer Institute, USA
Keywords: epigenetics, cancer progression, DNA methylation, histone modifications, metastasis, therapeutic targets, epithelial-mesenchymal transition
Epigenetic alterations play a fundamental role in cancer initiation, progression, and metastatic spread. This research investigates global DNA methylation patterns and histone modifications in primary...
biofuels, lignocellulose, biomass conversion, sustainable energy, bioethanol
Second-generation biofuels derived from lignocellulosic biomass offer a sustainable alternative to fossil fuels without competing with food production. This study evaluates novel pretreatment strategi...
neuroplasticity, traumatic brain injury, cognitive rehabilitation, brain recovery, neural regeneration
Neuroplasticity enables the brain to reorganize and recover function following traumatic injury. This longitudinal study examines cognitive rehabilitation outcomes in 200 patients with moderate-to-sev...