Statistical Mechanics, Information Theory, Machine Learning and Large Language Models for Biomedical Signals, Data and Systems

Special Issue Information Dear Colleagues, The Special Issue focuses on statistical mechanics, information theory and nonlinear dynamics as a framework for understanding biomedical and biological systems, as well as on the interplay of this framework with modern machine learning, including large language…

Spatial constrains and information content of sub-genomic regions of the human genome

Summary Complexity metrics and machine learning (ML) models have been utilized to analyze the lengths of segmental genomic entities of DNA sequences (exonic, intronic, intergenic, repeat, unique) with the purpose to ask questions regarding the segmental organization of the human genome within…