Extraction of structured information from biomedical literature is a complex and challenging
problem due to the complexity of biomedical domain and lack of appropriate natural …

Abstract The German Center for Lung Research (DZL) is a research network with the aim of
researching respiratory diseases. In order to enable consortium-wide retrospective research …

Provenance metadata describing the source or origin of data is critical to verify and validate
results of scientific experiments. Indeed, reproducibility of scientific studies is rapidly gaining …

Scientific reproducibility is key to the advancement of science as researchers can build on
sound and validated results to design new research studies. However, recent studies in …

Objective Reproducibility of research studies is key to advancing biomedical science by
building on sound results and reducing inconsistencies between published results and …

Natural language processing models have emerged as a solution to manual curation for fast
and automated annotation of literature with ontology concepts. Deep learning architectures …

Background A critical aspect of the NIH Translational Research roadmap, which seeks to
accelerate the delivery of" bench-side" discoveries to patient's" bedside," is the management …

Scientific reproducibility is key to scientific progress as it allows the research community to
build on validated results, protect patients from potentially harmful trial drugs derived from …

Manual curation of scientific literature for ontology-based knowledge representation has
proven infeasible and unscalable to the large and growing volume of scientific literature …

Background Ontologies encode relationships within a domain in robust data structures that
can be used to annotate data objects, including scientific papers, in ways that ease tasks …