# Generative AI Lab Turns Extracted Entities into Standard Medical Codes

DevFeed: [Generative AI Lab Turns Extracted Entities into Standard Medical Codes](<https://devfeed.tech/articles/generative-ai-lab-turns-extracted-entities-into-standard-medical-codes-79716.md>)

Original publisher: [Read original article](<https://www.johnsnowlabs.com/medical-terminologies-in-generative-ai-lab-from-entity-to-standard-code/>)

Author: Aleksei Zakharov

Published: 2026-08-18T10:04:17Z

Content type: article

Language: en

Sources: [John Snow Labs](<https://devfeed.tech/sources/john-snow-labs.md>)

Topics: [document ai](<https://devfeed.tech/topics/document-ai.md>), [Entity resolution](<https://devfeed.tech/topics/entity-resolution.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai-in-healthcare](<https://devfeed.tech/tags/ai-in-healthcare.md>), [articles](<https://devfeed.tech/tags/articles.md>), [biomedical](<https://devfeed.tech/tags/biomedical.md>), [documentation](<https://devfeed.tech/tags/documentation.md>), [generative-ai](<https://devfeed.tech/tags/generative-ai.md>), [generative-ai-lab](<https://devfeed.tech/tags/generative-ai-lab.md>), [healthcare-nlp](<https://devfeed.tech/tags/healthcare-nlp.md>), [human-in-the-loop](<https://devfeed.tech/tags/human-in-the-loop.md>), [human-review](<https://devfeed.tech/tags/human-review.md>), [large-language-models](<https://devfeed.tech/tags/large-language-models.md>), [medical-ai-applications](<https://devfeed.tech/tags/medical-ai-applications.md>), [multimodal-ai](<https://devfeed.tech/tags/multimodal-ai.md>)

## AI overview

Generative AI Lab integrates medical terminology resolution into clinical annotation workflows. It can propose standardized codes for extracted entities during pre-annotation, while annotators can review or manually select codes in the same interface. The article describes supported terminology resources, label-level configuration, shared terminology servers, and exports that retain the entity, label, and code together.

## Source excerpt

Automate clinical code resolution in Generative AI Lab, from entity extraction to standardized medical terminology. The post Generative AI Lab Turns Extracted Entities into Standard Medical Codes appeared first on John Snow Labs.