The impact of Natural Language Processing in everyday life is hard to ignore as it is the main driver of emerging technologies like Robotics, Big Data, Internet of Things, etc....
In assigning ICD10-CM codes, Spark NLP for Healthcare achieved a 76% success rate, while GPT-3.5 and GPT-4 had overall accuracies of 26% and 36% respectively. Introduction In the healthcare industry,...
In medicine, NLP (Natural Language Processing) is revolutionizing the way healthcare providers manage vast amounts of unstructured data, such as clinical notes, radiology reports, and patient histories. Unlike consumer applications...
RxNorm provides normalized names for clinical drugs and links its names to many of the drug vocabularies commonly used in pharmacy management and drug interaction software. Entity Resolver pipeline in...
Structured ICD-10 diagnosis codes exist primarily for submitting claims for reimbursement. A far more comprehensive portrayal of patient health history and conditions exists in the unstructured, narrative text. Extracting conditions...
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