Related Experiment Video
Updated: Feb 17, 2026

Author Spotlight: Workflow for Integrating POCUS Data into EHR for Managing Heart Failure Patients
Published on: July 12, 2024
Development of Korean Standardized Heart Failure Registry: Experience From Integration of KorAHF and KorHF III
Eui-Soon Kim1, Huijin Lee2, Jong-Chan Youn1
1Division of Cardiology, Department of Internal Medicine, Seoul St. Mary's Hospital, Catholic Research Institute for Intractable Cardiovascular Disease, College of Medicine, The Catholic University of Korea, Seoul, Korea.
Insights
Korea established a unified heart failure (HF) registry by harmonizing data from two large cohorts. This standardized dataset enables precise HF patient phenotyping and supports improved disease management and national health policy.
Area of Science:
- Cardiology
- Health Informatics
- Public Health
Background:
- Rising heart failure (HF) prevalence and costs in Korea necessitate a national, standardized prospective registry.
- Existing registries lack standardized data definitions, hindering valid comparisons and real-world evidence generation.
- Need for improved quality monitoring, outcome comparison, and data-driven clinical practice guidelines for HF.
Purpose of the Study:
- To create a unified national heart failure (HF) cohort by integrating and harmonizing data from Korea's largest HF registries.
- To develop a standardized, tiered, and interoperable Korean HF Standard Dataset aligned with international guidelines.
- To establish a foundation for precise HF patient phenotyping, prognostic factor identification, and future health policy development.
Main Methods:
- Integration of two major Korean HF registries (KorAHF and KorHF III) to form a cohort of 12,976 hospitalized patients.
- Implementation of a harmonization pipeline across demographic, clinical, imaging, biomarker, therapeutic, and outcome variables.
- Systematic data quality checks and a structured decision process by a multidisciplinary panel to define the Korean HF Standard Dataset.
Main Results:
- Successfully created a unified national HF cohort with 12,976 patients.
- Developed the Korean HF Standard Dataset, a harmonized, tiered, and interoperable variable set spanning six key domains.
- The standardized dataset enables precise identification of HF phenotypes and prognostic factors, facilitating outcome analysis and guideline development.
Conclusions:
- The integrated platform and standardized variables provide an evidence-based foundation for heart failure (HF) management in Korea.
- This initiative supports temporal analysis of treatment patterns, informs clinical practice guidelines, and facilitates prospective registry planning.
- The platform enhances data accuracy, comparability, and representativeness, crucial for quality improvement and monitoring Korea's HF burden.
Abstract:
Heart failure (HF) prevalence and associated socio-economic costs have risen rapidly in Korea, creating urgent demand for a national, standardized prospective registry to support quality monitoring, outcome comparison, and real-world evidence. Standardized data definitions are essential for valid comparisons across studies and healthcare settings. We created a unified national HF cohort by integrating the two largest Korean registries, KorAHF (2011-2014; n=5,625) and KorHF III (2018-2023; n=7,351), yielding 12,976 hospitalized HF patients. Because heterogeneous variable definitions impeded direct comparisons, we implemented a harmonization pipeline across demographic, clinical, imaging, biomarker, therapeutic, and outcome domains, aligned with international standards and reinforced by systematic data quality checks. A multidisciplinary panel then conducted a structured decision process to produce the Korean HF Standard Dataset, a tiered and interoperable variable set spanning six domains: demographics, presentation at admission, in-hospital events and comorbidities, discharge status, outpatient follow-up, and readmission events. This integrated platform and standardized variables enable precise identification of HF patient phenotypes and prognostic factors, establishing an evidence-based foundation for disease management. This supports an analysis of temporal changes in treatment patterns and outcomes, generates data to inform future clinical practice guidelines, and provides a practical basis for planning large, continuous, prospective HF registries. Furthermore, it also facilitates pragmatic, registry-based randomized clinical trials and unmet-needs assessments that can guide national health policy. Establishing a foundation for future linkage with national health databases, this platform will allow for enhanced accuracy, comparability, and representativeness, powering quality improvement initiatives and population-level monitoring of Korea's growing HF burden.
Related Concept Videos
Heart Failure IV: Classification and Diagnostic Evaluation
Heart Failure III: Clinical Manifestations
Heart Failure I: Introduction
Heart Failure II: Pathophysiology
Pathophysiology of Heart Failure
Heart Failure VI: Adjunct Therapies

