Publications by authors named "Raskind-Hood C"

Article Synopsis
  • The Society of Thoracic Surgeons Congenital Heart Surgery Database is a major global resource on congenital heart surgeries, but lacks data on complications, comorbidities, and long-term patient outcomes.
  • This study assessed how effectively this database could be linked to hospital electronic health records in North Carolina and Georgia, using both indirect and direct identifiers.
  • Results showed that indirect linkage matched 79% of admissions, while direct methods achieved up to 99.5% success, demonstrating the effectiveness of integrating surgical data with electronic records for better patient care insights.
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Background: Socioeconomic factors may lead to a disproportionate impact on health care usage and death among individuals with congenital heart defects (CHD) by race, ethnicity, and socioeconomic factors. How neighborhood poverty affects racial and ethnic disparities in health care usage and death among individuals with CHD across the life span is not well described.

Methods And Results: Individuals aged 1 to 64 years, with at least 1 CHD-related () code were identified from health care encounters between January 1, 2011, and December 31, 2013, from 4 US sites.

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Background: The 2018 anatomic physiologic (AP) classification American Heart Association/American College of Cardiology (AHA/ACC) Guidelines for Adults with Congenital Heart Disease (ACHD) encompasses both native and post-operative anatomy and physiology to guide care management. As some physiologic conditions and post-operative states lack specific International Classification of Diseases (ICD) 9- Clinical Modification (CM) and 10-CM codes, an ICD code-based classification approximating the ACHD AP classification is needed for population-based studies.

Methods: A total of 232 individuals, aged ≥ 18 years at the time of a health encounter between January 1, 2010 and December 31, 2019 and identified with at least one of 87 ICD codes for a congenital heart defect were validated through medical chart review.

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Article Synopsis
  • * Using a dataset of 779 patients, researchers analyzed various ML models and found that the eXtreme Gradient Boosting (XGBoost) algorithm outperformed others in predicting true positive CHD cases with a high positive predictive value (PPV) of 94%.
  • * Overall, the findings suggest that implementing ML techniques can improve the identification of CHD in large datasets, thus strengthening public health surveillance and data reliability.
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Background Administrative data permit analysis of large cohorts but rely on (), and () codes that may not reflect true congenital heart defects (CHDs). Methods and Results CHDs in 1497 cases with at least 1 encounter between January 1, 2010 and December 31, 2019 in 2 health care systems, identified by at least 1 of 87 / CHD codes were validated through medical record review for the presence of CHD and CHD native anatomy. Interobserver and intraobserver reliability averaged >95%.

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Background The Fontan operation is associated with significant morbidity and premature mortality. Fontan cases cannot always be identified by () codes, making it challenging to create large Fontan patient cohorts. We sought to develop natural language processing-based machine learning models to automatically detect Fontan cases from free texts in electronic health records, and compare their performances with code-based classification.

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Background We sought to characterize health care usage for adolescents with congenital heart defects (CHDs) using population-based multisite surveillance data. Methods and Results Adolescents aged 11 to 18 years with ≥1 CHD-related diagnosis code and residing in 5 US sites were identified in clinical and administrative data sources for the years 2011 to 2013. Sites linked data on all inpatient, emergency department (ED), and outpatient visits.

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Background The Centers for Disease Control and Prevention's Surveillance of Congenital Heart Defects Across the Lifespan project uses large clinical and administrative databases at sites throughout the United States to understand population-based congenital heart defect (CHD) epidemiology and outcomes. These individual databases are also relied upon for accurate coding of CHD to estimate population prevalence. Methods and Results This validation project assessed a sample of 774 cases from 4 surveillance sites to determine the positive predictive value (PPV) for identifying a true CHD case and classifying CHD anatomic group accurately based on 57 codes.

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Background: Many individuals born with congenital heart defects (CHD) survive to adulthood. However, population estimates of CHD beyond early childhood are limited in the U.S.

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Introduction: Hospital readmission is an important driver of costs among patients with CHD. We assessed predictors of 30-day rehospitalisation following cardiac surgery in CHD patients across the lifespan.

Methods: This was a retrospective analysis of 981 patients with CHD who had cardiac surgery between January 2011 and December 2012.

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Background: In the United States, >1 million adults are living with congenital heart defects (CHDs), but gaps exist in understanding the health care needs of this growing population.

Objectives: This study assessed the demographics, comorbidities, and health care use of adults ages 20 to 64 years with CHDs.

Methods: Adults with International Classification of Disease-9th Revision-Clinical Modification CHD-coded health care encounters between January 1, 2008 (January 1, 2009 for Massachusetts) and December 31, 2010 were identified from multiple data sources at 3 U.

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With increasing survival trends for children and adolescents with congenital heart defects (CHD), there is a growing need to focus on transition from pediatric to adult specialty cardiac care. To better understand parental perspectives on the transition process, a survey was distributed to 451 parents of adolescents with CHD who had recent contact with the healthcare system in Georgia (GA) and New York (NY). Among respondents, 90.

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Improved treatment of congenital heart defects (CHDs) has resulted in women with CHDs living to childbearing age. However, no US population-based systems exist to estimate pregnancy frequency or complications among women with CHDs. Cases were identified in multiple data sources from 3 surveillance sites: Emory University (EU) whose catchment area included 5 metropolitan Atlanta counties; Massachusetts Department of Public Health (MA) whose catchment area was statewide; and New York State Department of Health (NY) whose catchment area included 11 counties.

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Objective: Transfer of congenital heart disease care from the pediatric to adult setting has been identified as a priority and is associated with better outcomes. Our objective is to determine what percentage of patients with congenital heart disease transferred to adult congenital cardiac care.

Design: A retrospective cohort study.

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The prevalence, co-morbidities, and healthcare utilization in adolescents with congenital heart defects (CHDs) is not well understood. Adolescents (11 to 19 years old) with a healthcare encounter between January 1, 2008 (January 1, 2009 for MA) and December 31, 2010 with a CHD diagnosis code were identified from multiple administrative data sources compiled at 3 US sites: Emory University, Atlanta, Georgia (EU); Massachusetts Department of Public Health (MA); and New York State Department of Health (NY). The estimated prevalence for any CHD was 4.

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Purpose: The purpose of the article was to examine the association between short interpregnancy intervals and adverse outcomes by maternal age among U.S. women.

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Purpose: Although congenital heart defects (CHD) are one of the most common types of birth defects in the United States, subnational prevalence estimates beyond early childhood are limited.

Methods: We used capture-recapture methodology and logistic regression to estimate CHD prevalence per 1000 residents as of January 1, 2010, separately for adolescents and adults treated and living within five metropolitan Atlanta, Georgia counties, during 2008-2010.

Results: Data sources differed by age.

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Background: Improved treatment of congenital heart defects (CHDs) has increased survival of persons with CHDs; however, no U.S. population-based systems exist to assess prevalence, healthcare utilization, or longer-term outcomes among adolescents and adults with CHDs.

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Objective: Although the ICD-9-CM code 745.5 is widely used to indicate the presence of a secundum atrial septal defect (ASD), it is also used for patent foramen ovale (PFO) which is a normal variant and for "rule-out" congenital heart disease (CHD). The ICD-10-CM code Q21.

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Background: Ethnic and socioeconomic disparities pervade breast cancer patterns and outcomes. Mammography guidelines reflect the difficulty in optimizing mortality reduction and cost-effectiveness, with controversy still surrounding the 2009 U.S.

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Objective: Patient data from Maison de Naissance (MN), a rural maternity clinic in Haiti, were analyzed to determine the prevalence of pregnancy-related hypertensive disorders and the extent to which maternal weight and age are associated with these disorders in the MN population.

Methods: A case-control study design was used with cases defined as pregnant women who were presented at MN with pregnancy-related hypertensive disorders (pregnancy-induced hypertension, pre-eclampsia or eclampsia) and controls defined as those women who delivered babies at MN and were not diagnosed with a pregnancy-related hypertensive disorder. The final cohort size was 622 controls and 67 cases.

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Background: In November 2009, the US Preventive Service Task Force (USPSTF) published updated breast cancer screening guidelines. This marked a change from the 2002 recommendations and a significant divergence from the American Cancer Society (ACS) guidelines. In the current study, the potential effect of using the revised 2009 USPSTF guidelines on patient disease stage and survival were evaluated and compared with those actually observed and to predicted under ACS recommendations.

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Introduction: Adverse maternal and infant health outcomes due to maternal smoking are well known. Previous estimates of health care costs for infants at delivery attributable to maternal smoking were $366 million, $704 per smoker, in 1996 dollars. Changes in antenatal and neonatal care, medical care inflation, and declines in the prevalence of maternal smoking call for an updated analysis.

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Background: More information is needed on the use and costs of public services by teens after the passage of major national polices in the 1990s. Both the 1996 welfare reform and later changes to the Medicaid program have affected the access of low-income adolescents to public assistance programs. In turn, these changes have affected teenaged mothers and their infants and the costs that taxpayers incur in the 50 states.

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Sexually transmitted diseases and their outcomes disproportionately affect non-Hispanic Blacks who also receive later prenatal care. We used a sample of low-income pregnant women insured by Medicaid to assess racial disparities in the receipt of first trimester prenatal care and any as well as early (by 2nd trimester) syphilis screening. We used an older but unique file of linked 1995 Georgia Medicaid claims and Pregnancy Risk Assessment Monitoring System (PRAMS) births (n=1,096) to test the relative explanatory power of factors contained in administrative versus survey data.

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