SynthMedic: Utilizing large language models for synthetic discharge summary generation, correction and validation

Georgi Grazhdanski, Vasil Vasilev, Sylvia Vassileva, Dimitar Taskov, Izabel Antova, Ivan Koychev, Svetla Boytcheva, SynthMedic: Utilizing large language models for synthetic discharge summary generation, correction and validation, Journal of Biomedical Informatics, Volume 170, October 2025, 104906

Krasimira Bozhanova

Solutions Architect

Krasimira Bozhanova is a Solutions Architect at the Solitions Unit at Ontotext, starting her way as a developer and contributing to many of the company's significant client projects. In the recent years she has been a part of the AI in Action Ontotext initiative which puts Ontotext products at the heart of various AI applications.

Business

content management knowledge discovery

13 Mar 2024 10 min read

Ontotext Marketing Gets a Boost from Knowledge Graph Powered LLMs

This is an abbreviated and updated version of a presentation from Ontotext’s Knowledge Graph Forum 2023 by Krasimira Bozhanova, Solutions Architect at Ontotext.

Krasimira Bozhanova

AI in Action Technology

Ai in Action GraphDB

21 Feb 2024 11 min read

Enhancing Knowledge Discovery: Implementing Retrieval Augmented Generation with Ontotext Technologies

Learn how to index complex data in vector representation, develop smart information retrieval systems and construct a conversational interface to power data exploration and discovery.

Krasimira Bozhanova

SynthMedic: Utilizing large language models for synthetic discharge summary generation, correction and validation

Ontotext Marketing Gets a Boost from Knowledge Graph Powered LLMs

Enhancing Knowledge Discovery: Implementing Retrieval Augmented Generation with Ontotext Technologies

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