Related Experiment Video
Updated: Jan 29, 2026

Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Risk Stratification of Long-Term Mortality in Infants with Congenital Diaphragmatic Hernia Using the National Health
Hye Ji Han1, Min Ji Suh2, In Young Choi1
1Department of Pediatrics, Seoul National University Bundang Hospital, Seongnam 13620, Republic of Korea.
Congenital diaphragmatic hernia (CDH) is a serious condition. This study found rural residence, higher socioeconomic status, newborn respiratory distress, and congenital heart defects increase 5-year mortality risk for infants with CDH.
Area of Science:
- Pediatrics
- Public Health
- Medical Informatics
Background:
- Congenital diaphragmatic hernia (CDH) is a severe birth defect with high mortality and morbidity.
- Existing prognostic data for CDH primarily focuses on short-term outcomes from hospital studies.
- Population-level, long-term mortality data for CDH is limited, necessitating nationwide assessments.
Purpose of the Study:
- To estimate the national 5-year all-cause mortality rate for infants diagnosed with CDH.
- To develop a population-level risk stratification nomogram for long-term CDH mortality.
- To utilize nationwide health insurance claims data for comprehensive analysis.
Main Methods:
- A retrospective cohort study design was employed.
- Nationwide health insurance claims data from 2002 to 2016 were analyzed.
- Cox proportional hazards models were used to identify mortality predictors and develop a nomogram.
Main Results:
- Infants with CDH residing in rural areas, with middle-to-high socioeconomic status, experiencing neonatal respiratory distress, or having congenital heart disease (CHD) faced increased 5-year mortality.
- The developed claims-based nomogram showed moderate predictive accuracy (AUC 0.76, C-index 0.78) for stratifying long-term mortality risk.
- Sociodemographic factors and comorbidities were identified as key variables in the risk nomogram.
Conclusions:
- This study provides the first nationwide, population-level estimates of 5-year mortality for congenital diaphragmatic hernia.
- A novel nomogram utilizing claims data offers moderate discriminatory power for long-term risk stratification in CDH patients.
- The findings highlight the importance of considering sociodemographic and clinical factors for predicting long-term CDH outcomes.
Related Concept Videos
National Nursing Organizations I
National Nursing Organizations II
The AACN emphasizes a healthy work environment through six standards to achieve an optimal patient outcome. The standards are appropriate staffing, meaningful recognition, collaboration, authentic leadership, effective communication, and decision-making. In addition, AACN provides certification programs, webinars, journals, and...
Data Reporting and Recording
Relative Risk
Long-term Depression
Primary Healthcare Services
In 1978, international leaders convened in Alma-Ata, Kazakhstan, for what would be a pivotal event in global health. The Alma-Ata Declaration was the first to call...

