Artificial intelligence (AI) is rapidly moving from an experimental phase to an implementation
phase in many fields, including medicine. The combination of improved availability of large …

Many cloud-based applications employ a data centers as a central server to process data
that is generated by edge devices, such as smartphones, tablets and wearables. This model …

Cytoscape is one of the most successful network biology analysis and visualization tools, but
because of its interactive nature, its role in creating reproducible, scalable, and novel …

Abstract Galaxy (homepage: https://galaxyproject. org, main public server: https://usegalaxy.
org) is a web-based scientific analysis platform used by tens of thousands of scientists …

High-throughput data production technologies, particularly 'next-generation'DNA
sequencing, have ushered in widespread and disruptive changes to biomedical research …

Modern science often requires the execution of large-scale, multi-stage simulation and data
analysis pipelines to enable the study of complex systems. The amount of computation and …

ChEMBL is now a well-established resource in the fields of drug discovery and medicinal
chemistry research. The ChEMBL database curates and stores standardized bioactivity …

Computational science has seen in the last decades a spectacular rise in the scope,
breadth, and depth of its efforts. Notwithstanding this prevalence and impact, it is often still …

High-throughput bioinformatic analyses increasingly rely on pipeline frameworks to process
sequence and metadata. Modern implementations of these frameworks differ on three key …

Motivation BioContainers (biocontainers. pro) is an open-source and community-driven
framework which provides platform independent executable environments for bioinformatics …