Generative AI Blog

Advanced NLP Techniques: Identifying Named Entities in Medical Text with Zero-Shot Learning

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Gokhan Turer

In this notebook, RoBertaForQuestionAnswering was used for versatile Named Entity Recognition (NER) without extensive domain-specific training. This blog post walks through the ZeroShotNerModel implementation and explores its ability to adapt...

Advanced Phrase Matching in Clinical Texts in Healthcare NLP

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Gokhan Turer

Leveraging TextMatcherInternal for Precise Phrase Matching in Healthcare Texts The TextMatcherInternal annotator in Healthcare NLP is a powerful tool for exact phrase matching in healthcare text analysis. We’ll cover its...

John Snow Labs vs. GPT-4 in Clinical Practice Question Answering

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Kateryna Lee

In a previous blog post, we compared John Snow Labs Medical Chatbot and ChatGPT-4 in Biomedical Question Answering. The blind test with independent medical annotators showed how the proprietary Healthcare-GPT...

State-of-the-art RxNorm Code Mapping with NLP: Comparative Analysis between the tools by John Snow Labs, Amazon, and GPT-4

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Muhammet Santas

This blog post compares RxNorm code mapping accuracy and a price analysis between John Snow...

John Snow Labs Announces a Major Update on Its Flagship Library: Healthcare NLP

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Muhammet Santas

Boosting Efficiency and Accuracy in Healthcare NLP Tasks Using Healthcare-Specific Fine-Tuned LLMs and New Medical Assertion Detection Frameworks Highlights Introducing a brand new LLMLoader annotator to load and run large...