Case study

AI/LLM to Extract Information from Medical Records

The client is an Israeli entrepreneur in the medical field who wanted to ensure that the AI solution he needed could be developed. He had tight deadlines and additional functional requirements.

About the client

The client is an Israeli entrepreneur in the medical field who wanted to ensure that the AI solution he needed could be developed. He had tight deadlines and additional functional requirements.

Background and problem

The client needed a way to extract important information from medical records. They required an AI solution that could work on-site without needing an internet connection. Additionally, they needed a tool that could convert text descriptions into ICD-9 codes.

Solution

Our team designed and completed a project to extract critical information from medical records, focusing on Biomarkers, Stage, Grade, and Histologic diagnosis. The application operates on-premises, without internet connectivity, and with minimal hardware requirements. The tool also allows users to obtain a code from the ICD-9 classifier based on a textual description.

Our team successfully designed and completed this project. The implementation involved a two-step process: initially leveraging a large language model (LLM), followed by fine-tuned, trained models for enhanced precision.

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