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A Tribute to Phil Bourne -- Scientist and Human
This Special Issue of Biomolecules, commissioned in honor of Dr. Philip E. Bourne, focuses on a new field of biomolecular data science.
Innovations in Integrating Machine Learning and Agent-Based Modeling of Biomedical Systems
Once such rule-sets are devised, ABM calculations can generate a wealth of data, and ML can be applied there too -- e. g., to probe statistical measures that meaningfully describe a system's stochastic properties.
Exploration of Dark Chemical Genomics Space via Portal Learning: Applied to Targeting the Undruggable Genome and COVID-19 Anti-Infective Polypharmacology
Advances in biomedicine are largely fueled by exploring uncharted territories of human biology.
A Birds-eye (Re)View of Acid-suppression Drugs, COVID-19, and the Highly Variable Literature
We consider the recent surge of information on the potential benefits of acid-suppression drugs in the context of COVID-19, with an eye on the variability (and confusion) across the reported findings--at least as regards the popular antacid famotidine.
Machine Learning for Classification of Protein Helix Capping Motifs
The biological function of a protein stems from its 3-dimensional structure, which is thermodynamically determined by the energetics of interatomic forces between its amino acid building blocks (the order of amino acids, known as the sequence, defines a protein).
An Introduction to Programming for Bioscientists: A Python-based Primer
Computing has revolutionized the biological sciences over the past several decades, such that virtually all contemporary research in the biosciences utilizes computer programs.
