Unstructured free-text medical notes are the only source for many critical facts in healthcare. As a result, accurate natural language processing is a critical component of many healthcare AI applications...
What is UMLS? The UMLS is a project that targets producing a group of files and software that unify many biomedical terminologies and standards for the sake of hermetic integration...
One kind of noisy data that healthcare data scientists deal with is scanned documents and images: from PDF attachments of lab results, referrals, or genetic testing to DICOM files with...
To determine the top health performers and top-performing hospitals, we must determine specific characteristics upon which we rank the performance of those hospitals. Repeated data analysis for the top-performing hospitals...
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