What is data governance in healthcare AI? Data governance in healthcare AI refers to the frameworks, policies, and practices that ensure data used for developing and deploying artificial intelligence is...
What is AI-enhanced clinical documentation? AI-enhanced clinical documentation refers to the use of artificial intelligence tools, such as Natural Language Processing (NLP) and Large Language Models (LLMs), to support or...
Spark NLP for Healthcare NER models outperform ChatGPT by 10–45% on key medical concepts, resulting in half the errors compared to ChatGPT. Introduction In the last few months, large language...
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 this post, we explore the utilization of pre-trained models within the Healthcare NLP library by John Snow Labs to map medical terminology to the MedDRA ontology. Specifically, our aim...
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