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Research Room Access with Specified Datasets

Gain secure access to a dedicated research environment with tailored datasets, enabling in-depth analysis under controlled conditions. This service ensures compliance with data protection standards while giving researchers the flexibility to explore complex clinical questions with precision.

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Execution of client-developed algorithms on our database

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Leverage our comprehensive, depersonalized database by executing your own algorithms securely within our infrastructure to generate customized insights. This approach combines the client’s unique expertise with our high-quality data resources, enabling advanced analytics without compromising confidentiality.

Provision of data research services

Benefit from our expert-led data research services, providing rigorous analysis and actionable results to support evidence-based decision-making. Our team works closely with partners to translate complex datasets into clear findings, tailored to the specific needs of each project.

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Summary of data assets

Core Facility Services @ Semmelweis University

Clinical Data Center

There is a growing demand for the secondary use of data accumulated over decades in healthcare IT systems for research and analysis purposes. This is complicated by the heterogeneity of the data, the specific characteristics of data collection for non-research purposes, language barriers, and the lack of standardization.  These problems were addressed during the creation of Semmelweis University's Clinical Data Center by following OMOP standards and using large language models (LLMs) to process free-text documentation.  Over the past few years, these tools have been used in practice to create a system that is suitable for both domestic and international collaborations. 

There is a growing demand for the secondary use of data accumulated over decades in healthcare IT systems for research and analysis purposes. This is complicated by the heterogeneity of the data, the specific characteristics of data collection for non-research purposes, language barriers, and the lack of standardization.  

 

These challenges were addressed during the creation of Semmelweis University's Clinical Data Center by following OMOP standards and using large language models (LLMs) to process free-text documentation.  Over the past few years, these tools have been used in practice to create a system that is suitable for both domestic and international collaborations. 

Gain secure access to a dedicated research environment with tailored datasets, enabling in-depth analysis under controlled conditions. This service ensures compliance with data protection standards while giving researchers the flexibility to explore complex clinical questions with precision.

Képernyőkép 2025-09-29 094015_edited.jpg

Summary of data assets

Research Room Access with Specified Datasets

Gain secure access to a dedicated research environment with tailored datasets, enabling in-depth analysis under controlled conditions. This service ensures compliance with data protection standards while giving researchers the flexibility to explore complex clinical questions with precision.

Patient population

~2.5 million patients • Outpatient: 2,328,082 (+27,081 one-day hospital) • Inpatient: 812,479 • ICU: 49,300 • Emergency outpatient: 109,457 • Emergency inpatient: 90,726

Demography

• 56.3% female (1,401,420) • Paediatric (below 18 years): 321,384 • Adults (18–64 yrs): 1,273,364 • Elderly (65+ yrs): 744,300 • Oldest old (85+ yrs): 174,182

Timeframe & Updates

Coverage: 2011 – October 2025 Updates: every 3 months

Data Types

• Demographics • Case-level data • Diagnoses & interventions • Imaging & laboratory results • Prescriptions

Standards

OMOP Common Data Model (CDM)

Access & Usability

• Data delivery in 1–2 weeks (depending on complexity) • Fully depersonalized / anonymized dataset

Gain secure access to a dedicated research environment with tailored datasets, enabling in-depth analysis under controlled conditions. This service ensures compliance with data protection standards while giving researchers the flexibility to explore complex clinical questions with precision.

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