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

Peio Popov

Sales Executive

Peio Popov is a legal counsel with strong IT background, specializing in business development, intellectual property, and technology-related contract negotiations. Besides being highly skillful in business operations, Peio’s professional focus spans software licensing and development, free software and Open Data licensing issues, text analysis and Information extraction, PKI and Identity services and applicable cryptography, among others.

Business

financial services generative AI

3 Apr 2024 13 min read

Building Smarter Financial Services: The Role of Semantic Technologies, Knowledge Graphs and Generative AI

Financial Services panel from the 2023 Knowledge Graph Forum with industry leaders from Ontotext, Zenia Graph, Enterprise Knowledge and TopQuadrant.

Peio Popov

AI in Action Technology

Ai in Action context database

26 Feb 2024 10 min read

The Superpowers of Ontotext’s Relation and Event Detector

Ontotext’s latest solution demonstrator transforms raw news content into actionable data for events impact assessment and risk and opportunity detection.

Peio Popov

Mila Mutafchieva

Business

company intelligence connected inventory

7 Jul 2023 10 min read

Success Stories: Applications and Benefits of Knowledge Graphs in Financial Services

Read this abbreviated version of a presentation from the Ontotext’s KGF22 titled “Success Stories: Applications and Benefits of Knowledge Graphs in Financial Services”

Peio Popov

Business

FIBO financial services

5 May 2023 9 min read

The Power of Ontologies and Knowledge Graphs: Practical Examples from the Financial Industry

Read about the key benefits of using ontology-powered knowledge graphs, illustrated by examples and case studies from the Financial Services Industry

Peio Popov

Business

financial services knowledge graph

4 Mar 2022 8 min read

5 Questions and Answers About Knowledge Graphs in Financial Services

Read about some common questions prospects ask about the differentiating capabilities of knowledge graphs as enablers in the Financial Services sector.

Peio Popov

Business

financial fraud knowledge graphs

3 Feb 2021 8 min read

GraphDB Counteracts Stock Market Manipulation

Read about the KG capabilities used by Ontotext for trade surveillance to prevent manipulation from professional traders and how they can help in the situation initiated by r/WallStreetBets.

Peio Popov

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

Building Smarter Financial Services: The Role of Semantic Technologies, Knowledge Graphs and Generative AI

The Superpowers of Ontotext’s Relation and Event Detector

Success Stories: Applications and Benefits of Knowledge Graphs in Financial Services

The Power of Ontologies and Knowledge Graphs: Practical Examples from the Financial Industry

5 Questions and Answers About Knowledge Graphs in Financial Services

GraphDB Counteracts Stock Market Manipulation

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