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npj Digital Medicine
Data is foundational to high-quality artificial intelligence (AI). Given that a substantial amount of clinically relevant information is embedded in unstructured data, natural language processing (NLP) plays an essential role in extracting valuable information that can benefit decision making, administration reporting, and research. Here, we share several desiderata pertaining to development and usage of NLP systems, derived from two decades of experience implementing clinical NLP at the Mayodoi:10.1038/s41746-019-0208-8 pmid:31872069 pmcid:PMC6917754 fatcat:o7vpkto4xbhtrlovccoq5zy5mu