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

Kevin Tyson

Principal

Kevin Tyson is the chief consultant at Industrial Semantics LLC. He has over 40 years of experience building, designing and architecting large scale business critical systems for money center banks, brokerages, financial publishers and other participants in the Financial Services industry, including Citi, Bear Stearns and JPMorgan Chase and co.

Technology

FIBO Financial Industry Business Ontology

22 Jan 2021 12 min read

FIBO in Context

Read the next post in our FIBO series demonstrating a technique employing GraphDB’s similarity indexes, which helps demonstrate the alignment of FIBO with other vocabularies in specific business contexts.

Kevin Tyson

Technology

FIBO GraphDB

15 Oct 2020 14 min read

Exploring FIBO Using the Inference and Property Path Features of GraphDB

Read about how to explore the utility provided by property paths and reasoning for exploring and understanding the FIBO, loaded in GraphDB’s Workbench.

Kevin Tyson

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

FIBO in Context

Exploring FIBO Using the Inference and Property Path Features of GraphDB

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