Disability Among Young Adults With Congenital Heart Defects: Congenital Heart Survey to Recognize Outcomes, Needs, and Well-Being 2016-2019

Rationale and Design of CHD PULSE: Congenital Heart Disease Project to Understand Lifelong Survivor Experience

BACKGROUND

With improved survival of adults with congenital heart disease (CHD) comes a need to understand the lifelong outcomes of this population. The aim of this paper is to describe the rationale and design of Congenital Heart Disease Project to Understand Lifelong Survivor Experience (CHD PULSE), a study to determine long-term medical, neurocognitive, and psychosocial outcomes among adults with a history of intervention for CHD and to identify factors associated with those outcomes.

METHODS

CHD PULSE is a cross-sectional survey conducted from September 2021 to April 2023 among adults aged 18 and older with a history of at least one intervention for CHD at one of 11 participating U.S. centers in the Pediatric Cardiac Care Consortium. Participants with CHD were asked to complete a 99-question survey on a variety of topics including: demographics, surgeries, health insurance, health care, heart doctors, general health, height and weight, education and work history, reproductive health (for women only), and COVID-19. To construct a control group for the study, siblings of survey respondents were invited to complete a similar survey. Descriptive statistics for demographics, disease severity, center, and method of survey completion were computed for participants and controls. Comparisons were made between participants and non-participants to assess for response bias and between CHD participants and sibling controls to assess for baseline differences.

RESULTS

Among the 14,322 eligible participants, there were 3133 respondents (21.9%) from 48 U.S. states with surveys returned for inclusion in the study. Sibling contact information was provided by 691 respondents, with surveys returned by 326 siblings (47.2%). The median age of participants was 32.8 years at time of survey completion, with an interquartile range of 27.2 years to 39.7 years and an overall range of 20.1 to 82.9 years. Participants were predominantly female (55.1%) and of non-Hispanic White race/ethnicity (87.1%). There were no differences between participants and non-participants regarding severity of CHD. Compared to non-participants, participants were more likely to be female, of older age, and be of non-Hispanic White race/ethnicity. Enrolled siblings were more likely to be female and slightly younger than participants.

CONCLUSIONS

With surveys from 3133 participants from across the U.S., CHD PULSE is poised to provide keen insights into the lifelong journey of those living with CHD, extending beyond mere survival. These insights will offer opportunities for informing strategies to enhance and improve future outcomes for this population of patients.

Psychiatric morbidity and work participation in patients with congenital ventricular septal defects: a case-controlled study

BACKGROUND

The burden of psychiatric morbidity, level of education, and work participation are currently unknown in patients with congenital ventricular septal defects (VSD).

METHODS AND RESULTS

In a Danish population-based cohort study using nationwide medical registries, the burden of psychiatric disorders, use of psychotropic agents, level of education, and work participation were examined in patients with isolated congenital VSD and controls from the general population matched by age and sex. Subjects with known chromosomal abnormalities were excluded. To compute estimates, Cox proportional regression model, Fine and Gray's competing risk regression, and Kaplan-Meier failure function were used. We included 8006 patients and 79 568 controls born before 2018. Median follow-up was 23 years. Compared with controls, patients with VSD displayed a hazard ratio (HR) of 1.24 [95% confidence interval (CI): 1.17-1.32] for any psychiatric disorder where the hazard for intellectual disabilities was most pronounced [HR of 3.66 (95% CI: 2.98-4.50)]. The use of psychotropic agents was higher in patients compared with controls [HR 1.14 (95% CI: 1.09-1.20)]. The work participation was lower in patients with VSD compared with controls (P < 0.001) and was lower in patients with VSD with a psychiatric disorder compared with those without (P < 0.001). The 40-year cumulative incidence of permanent social security benefits was 29% in patients with psychiatric disorders (vs. 21% in controls with psychiatric disorders) and 8% in patients without psychiatric disorders (vs. 4% in controls).

CONCLUSION

Patients with isolated VSD suffer from a higher burden of psychiatric disorders and display lower work participation compared with matched controls from the general Danish population. It is important to consider longer-term impacts on mental health, education, and subsequent employment in patients with VSD, in addition to cardiovascular effects, as these factors severely affect quality of life and have direct socioeconomic implications on an individual and societal level.

ENU-based dominant genetic screen identifies contractile and neuronal gene mutations in congenital heart disease

BACKGROUND

Congenital heart disease (CHD) is the most prevalent congenital anomaly, but its underlying causes are still not fully understood. It is believed that multiple rare genetic mutations may contribute to the development of CHD.

METHODS

In this study, we aimed to identify novel genetic risk factors for CHD using an ENU-based dominant genetic screen in mice. We analyzed fetuses with malformed hearts and compared them to control littermates by whole exome or whole genome sequencing (WES/WGS). The differences in mutation rates between observed and expected values were tested using the Poisson and Binomial distribution. Additionally, we compared WES data from human CHD probands obtained from the Pediatric Cardiac Genomics Consortium with control subjects from the 1000 Genomes Project using Fisher's exact test to evaluate the burden of rare inherited damaging mutations in patients.

RESULTS

By screening 10,285 fetuses, we identified 1109 cases with various heart defects, with ventricular septal defects and bicuspid aortic valves being the most common types. WES/WGS analysis of 598 cases and 532 control littermates revealed a higher number of ENU-induced damaging mutations in cases compared to controls. GO term and KEGG pathway enrichment analysis showed that pathways related to cardiac contraction and neuronal development and functions were enriched in cases. Further analysis of 1457 human CHD probands and 2675 control subjects also revealed an enrichment of genes associated with muscle and nervous system development in patients. By combining the mice and human data, we identified a list of 101 candidate digenic genesets, from which each geneset was co-mutated in at least one mouse and two human probands with CHD but not in control mouse and control human subjects.

CONCLUSIONS

Our findings suggest that gene mutations affecting early hemodynamic perturbations in the developing heart may play a significant role as a genetic risk factor for CHD. Further validation of the candidate gene set identified in this study could enhance our understanding of the complex genetics underlying CHD and potentially lead to the development of new diagnostic and therapeutic approaches.

Health Insurance Status and Access to Healthcare Among Young Adults with Congenital Heart Disease: from the Congenital Heart Survey To Recognize Outcomes, Needs and Well-beinG (CH STRONG), 2016-2019

Having health insurance is associated with better access to healthcare and lower rates of comorbidity in the general population, but data are limited on insurance's impact on adults with congenital heart disease (ACHD). The Congenital Heart Survey To Recognize Outcomes, Needs and well-beinG (CH STRONG) was conducted among ACHD in three locations from 2016 to 2019. We performed multivariable logistic regression to determine the associations between health insurance and both access to healthcare and presence of comorbidities. We also compared health insurance and comorbidities among ACHD to similarly-aged individuals in the Behavioral Risk Factor Surveillance System (BRFSS) as a proxy for the general population. Of 1354 CH STRONG respondents, the majority were ≤ 30 years old (83.5%), and 8.8% were uninsured versus 17.7% in the BRFSS (p < 0.01). Compared to insured ACHD, uninsured were less likely to report regular medical care (adjusted odds ratio [aOR] 0.2, 95% confidence interval [CI] 0.1-0.3) and visited an emergency room more often (aOR 1.6, CI 1.0-2.3). Among all ACHD reporting disability, uninsured individuals less frequently received benefits (aOR 0.1, CI 0.0-0.3). Depression was common among uninsured ACHD (22.5%), but insured ACHD had lower rates of depression than insured in the BRFSS (13.3% vs. 22.5%, p < 0.01). In conclusion, rates of insurance were higher among ACHD compared to the general population. Nonetheless, uninsured ACHD inconsistently accessed healthcare and benefits. Further studies are needed to determine if insurance ameliorates the risk of morbidity as ACHD age.

Incidence and Antenatal Detection of Congenital Heart Malformations-Data from a Tertiary Obstetric Romanian Center

OBJECTIVES

Congenital heart defects (CHDs) are among the most frequent congenital defects, and they significantly burden the healthcare system due to their high mortality rate and high cost of care for survivors. We aimed to highlight the incidence of CHDs in a tertiary center in Western Romania.

METHODS

A retrospective study was carried out between 2018 and 2022 at the "Pius Brinzeu" Emergency County Hospital Timisoara. Relevant information about the mothers and the newborns were collected and statistically analyzed.

RESULTS

The incidence of CHDs from 2018 to 2022 in our center was 5.3%. Eleven types of malformations were diagnosed postnatally in 541 newborns, with 28.8% of cases having more than one type of CHD. The antenatal detection rate was 28%, with the highest rates for tetralogy of Fallot, hypoplastic left heart syndrome, or significant ventricular septal defects and the lowest for pulmonary stenosis. The lower antenatal detection rate was influenced mainly by incomplete or absent prenatal care.

CONCLUSIONS

The incidence of CHDs is clearly dependent of a multifactorial approach, and the results highlight this. With an incidence almost 50% lower than reported within the literature and a low rate of prenatal detections, CHDs could be a more of a burden to endure regarding medical treatment. Improvements in patients' education, prenatal care, and screening programs could improve diagnosis, decrease mortality, and optimize postnatal care.

Quality Improvement Identifies Healthcare Transition Disparities in Adolescents with Congenital Heart Disease and Disabilities

Introduction

We aim to implement healthcare transition (HCT) education for youth with congenital heart disease (CHD) and assess HCT preparedness for cardiac self-care.

Methods

An HCT clinic was implemented at an academic pediatric cardiology clinic for CHD youth 17 years of age and older. An educator used transition readiness assessment questionnaires and discussed HCT material. The percentage of eligible youth who received HCT education and the cause for missed occurrences were tracked. Plan-do-study-act cycles began in August 2020 to improve the number of youths reached. Secondary analyses assessed improvement differences among those without cardiac procedures or disabilities.

Results

HCT education provision improved from a mean of 38% to 73% in the 17-year and older age group by December 2022. Communication failure was the leading cause of missed visits in 2021 (30%), reduced to 0 by 2022 following plan-do-study-act cycles. Other missed HCT visits included clinic add-ons after screening, limited staff availability, and unidentified eligibility. Readiness assessments were similar for youth with and without prior cardiac procedures, for example, confidence in taking charge of their health care (P = 0.47) and moving to adult care (P = 0.22). Adolescents with disabilities were significantly less confident than those without disabilities in taking charge of their heart health care (6.3 versus 7.5, P = 0.04) and moving to adult care (4.9 versus 7.4, P < 0.001).

Conclusions

Implementation of a CHD HCT clinic improved successful education delivery. Provider engagement and clinic staffing are important for sustainability. HCT knowledge gaps exist for all adolescents, yet those with disabilities had the greatest deficits.

Neurocognition in adults with congenital heart disease post-cardiac surgery: A systematic review

BACKGROUND

Congenital heart disease (CHD) is the most common birth defect worldwide. Neurocognitive deficits and psychiatric disorders, which can impact daily life, have been reported in over 50% of adolescents and young adults with moderate to complex CHD.

OBJECTIVE

Conduct a systematic review of sex, clinical, psychological and social determinants of health (SDoH) factors affecting neurocognition in adults with CHD post-cardiac surgery.

METHODS

PubMed, Cumulated Index to Nursing and Allied Health Literature, and Embase were searched for relevant studies over the past 5 years. Thirteen articles met inclusion criteria of: 1) CHD post-cardiac surgery, 2) age ≥ 18 years, and 3) used a validated measure of neurocognition.

RESULTS

A total of 507 articles were identified. After screening, 30 articles underwent full text review yielding 13 eligible articles. Twelve articles reported deficits in multiple domains including executive function, intellectual functioning, visuospatial ability, and verbal fluency in more complex CHD. Only three studies examined cognition based on sex, with female and lower parental SES associated with worse cognitive outcomes. Most studies were from Europe, predominantly sampled Caucasian participants, had heterogeneous samples of CHD complexity, and lacked standardized cognitive measures which limited generalizability of findings.

CONCLUSIONS

Adults with CHD present with a wide variety of cognitive deficits, with some associations with sex, clinical history, and SDoH factors. It remains unclear to what degree these factors affect cognition in adults with moderate to complex CHD. Future longitudinal studies should focus on age-related effects on cognition and potential health care disparities in diverse CHD samples.

Health Equity and Policy Considerations for Pediatric and Adult Congenital Heart Disease Care among Minoritized Populations in the United States

Achieving health equity in populations with congenital heart disease (CHD) requires recognizing existing disparities throughout the lifespan that negatively and disproportionately impact specific groups of individuals. These disparities occur at individual, institutional, or system levels and often result in increased morbidity and mortality for marginalized or racially minoritized populations (population subgroups (e.g., ethnic, racial, social, religious) with differential power compared to those deemed to hold the majority power in the population). Creating actionable strategies and solutions to address these health disparities in patients with CHD requires critically examining multilevel factors and health policies that continue to drive health inequities, including varying social determinants of health (SDOH), systemic inequities, and structural racism. In this comprehensive review article, we focus on health equity solutions and health policy considerations for minoritized and marginalized populations with CHD throughout their lifespan in the United States. We review unique challenges that these populations may face and strategies for mitigating disparities in lifelong CHD care. We assess ways to deliver culturally competent CHD care and to help lower-health-literacy populations navigate CHD care. Finally, we review system-level health policies that impact reimbursement and research funding, as well as institutional policies that impact leadership diversity and representation in the workforce.

Neighborhood social deprivation and healthcare utilization, disability, and comorbidities among young adults with congenital heart defects: Congenital heart survey to recognize outcomes, needs, and well-being 2016-2019

BACKGROUND

Research on the association between neighborhood social deprivation and health among adults with congenital heart defects (CHD) is sparse.

METHODS

We evaluated the associations between neighborhood social deprivation and health care utilization, disability, and comorbidities using the population-based 2016-2019 Congenital Heart Survey To Recognize Outcomes, Needs, and well-beinG (CH STRONG) of young adults. Participants were identified from active birth defect surveillance systems in three U.S. sites and born with CHD between 1980 and 1997. We linked census tract-level 2017 American Community Survey information on median household income, percent of ≥25-year-old with greater than a high school degree, percent of ≥16-year-olds who are unemployed, and percent of families with children <18 years old living in poverty to survey data and used these variables to calculate a summary neighborhood social deprivation z-score, divided into tertiles. Adjusted prevalence ratios (aPR) and 95% confidence intervals (CI) derived from a log-linear regression model with a Poisson distribution estimated the association between tertile of neighborhood social deprivation and healthcare utilization in previous year (no encounters, 1 and ≥2 emergency room [ER] visits, and hospital admission), ≥1 disability, and ≥1 comorbidities. We accounted for age, place of birth, sex at birth, presence of chromosomal anomalies, and CHD severity in all models, and, additionally educational attainment and work status in all models except disability.

RESULTS

Of the 1435 adults with CHD, 43.8% were 19-24 years old, 54.4% were female, 69.8% were non-Hispanic White, and 33.7% had a severe CHD. Compared to the least deprived tertile, respondents in the most deprived tertile were more likely to have no healthcare visit (aPR: 1.5 [95% CI: 1.1, 2.1]), ≥2 ER visits (1.6 [1.1, 2.3]), or hospitalization (1.6 [1.1, 2.3]) in the previous 12 months, a disability (1.2 [1.0, 1.5]), and ≥1 cardiac comorbidities (1.8 [1.2, 2.7]).

CONCLUSIONS

Neighborhood social deprivation may be a useful metric to identify patients needing additional resources and referrals.

Aphallia: A Rare Congenital Anomaly in a Low-Resource Setting

Aphallia is a very uncommon congenital condition with an incidence of about one in 30 million births. It is characterized by the absence of a penis which is due to the failure of the genital tubercle to form or develop fully. In this case report, we present a 3-month-old male infant with aphallia from a remote part of Eritrea who was subsequently lost to follow-up and discuss the challenges that are faced when dealing with such a complex congenital anomaly in a developing country. This report highlights the importance of having accessible healthcare services for early detection, appropriate management, and counseling of the affected individual and their families. Finally, healthcare providers should work together in the future to improve the quality of life of affected individuals and their families as the management of aphallia requires multidisciplinary collaboration and comprehensive care to reduce the potential long-term psychological and social consequences of the condition.

Survival From Birth Until Young Adulthood Among Individuals With Congenital Heart Defects: CH STRONG

BACKGROUND

Limited population-based information is available on long-term survival of US individuals with congenital heart defects (CHDs). Therefore, we assessed patterns in survival from birth until young adulthood (ie, 35 years of age) and associated factors among a population-based sample of US individuals with CHDs.

METHODS

Individuals born between 1980 and 1997 with CHDs identified in 3 US birth defect surveillance systems were linked to death records through 2015 to identify those deceased and the year of their death. Kaplan-Meier survival curves, adjusted risk ratios (aRRs) for infant mortality (ie, death during the first year of life), and Cox proportional hazard ratios for survival after the first year of life (aHRs) were used to estimate the probability of survival and associated factors. Standardized mortality ratios compared infant mortality, >1-year mortality, >10-year mortality, and >20-year mortality among individuals with CHDs with general population estimates.

RESULTS

Among 11 695 individuals with CHDs, the probability of survival to 35 years of age was 81.4% overall, 86.5% among those without co-occurring noncardiac anomalies, and 92.8% among those who survived the first year of life. Characteristics associated with both infant mortality and reduced survival after the first year of life, respectively, included severe CHDs (aRR=4.08; aHR=3.18), genetic syndromes (aRR=1.83; aHR=3.06) or other noncardiac anomalies (aRR=1.54; aHR=2.53), low birth weight (aRR=1.70; aHR=1.29), and Hispanic (aRR=1.27; aHR=1.42) or non-Hispanic Black (aRR=1.43; aHR=1.80) maternal race and ethnicity. Individuals with CHDs had higher infant mortality (standardized mortality ratio=10.17), >1-year mortality (standardized mortality ratio=3.29), and >10-year and >20-year mortality (both standardized mortality ratios ≈1.5) than the general population; however, after excluding those with noncardiac anomalies, >1-year mortality for those with nonsevere CHDs and >10-year and >20-year mortality for those with any CHD were similar to the general population.

CONCLUSIONS

Eight in 10 individuals with CHDs born between1980 and 1997 survived to 35 years of age, with disparities by CHD severity, noncardiac anomalies, birth weight, and maternal race and ethnicity. Among individuals without noncardiac anomalies, those with nonsevere CHDs experienced similar mortality between 1 and 35 years of age as in the general population, and those with any CHD experienced similar mortality between 10 and 35 years of age as in the general population.

Health and Well-Being in Older Adults With a Surgically Closed or an Unrepaired Ventricular Septal Defect

Background Older adults with a congenital ventricular septal defect (VSD) recently exhibited reduced heart rate variability and exercise capacity. It is unknown whether these findings affect health-related quality of life. Methods and Results Adults with VSDs and healthy controls, all concurrently included as part of another clinical study, completed the Danish National Health Survey questionnaire. Questionnaire data distributed to the general population were included and matched 10:1 with patients. Thirty patients with surgically closed VSDs (mean±SD age, 51±8 years), 300 adults from the general population (mean±SD age, 50±8 years), and 30 controls (mean±SD age, 51±9 years), as well as 30 patients with unrepaired VSDs (mean±SD age, 55±11 years), 300 adults from the general population (mean±SD age, 55±12 years), and 30 controls (mean±SD age, 55±10 years) completed the questionnaire. Educational level, social relations, and physical activity were comparable between groups. A larger proportion of patients with unrepaired VSDs compared with the general population experienced migraine (47% versus 24%; P=0.04), whereas more patients with surgically closed VSDs were affected by depression (13% versus 4%; P=0.02). For health-related quality of life, patients with surgically closed VSDs reported lower physical functioning (P<0.01), physical component summary (P<0.01), general health perception (P<0.01), and higher stress score (P=0.03) compared with the general population and healthy controls. Patients with unrepaired VSDs reported lower scores on physical functioning (P=0.03), bodily pain (P<0.01), and mental health (P=0.02), and a higher stress score (P=0.03), than controls. Conclusions Older patients with VSDs report lower self-perceived physical functioning, lower general health, and higher stress levels, all in line with previous findings, like lower exercise capacity and dysfunctional cognitive abilities, in adults with VSDs. Incessant follow-up is paramount, as neither successfully closed nor hemodynamically insignificant VSD is equivalent with untroubled healthy aging. Registration URL: https://www.clinicaltrials.gov; Unique identifier: NCT03684161.

Reproductive Health Counseling and Concerns Among Women with Congenital Heart Defects With and Without Disabilities

Background: Women with disabilities are less likely to receive reproductive health counseling than women without disabilities. Yet, little is known about reproductive health counseling and concerns among women with congenital heart defects (CHD) and disabilities. Methods: We used population-based survey data from 778 women aged 19 to 38 years with CHD to examine contraceptive and pregnancy counseling and pregnancy concerns and experiences by disability status, based on six validated questions on vision, hearing, mobility, cognition, self-care, and living independently. Multivariable Poisson regression was used to examine adjusted prevalence ratios between disability status and each outcome, adjusted for CHD severity, age, race/ethnicity, place of birth (Arkansas, Arizona, Georgia), and insurance type. Results: Women with disabilities (n = 323) were 1.4 and 2.3 times more likely than women without disabilities (n = 455) to receive clinician counseling on safe contraceptive methods and avoiding pregnancy because of their CHD. Women with CHD and disabilities, compared to those without disabilities, were more likely to be concerned about their ability to have children (aPR = 1.2) and to have delayed or avoided pregnancy (aPR = 2.2); they were less likely to have ever been pregnant (aPR = 0.7). Associations differed slightly across specific disability types. All associations remained after excluding 71 women with chromosomal anomalies. Conclusion: Among women with CHD, reproductive counseling, concerns, and experiences differ by disability status.

Unraveling the Challenges: A Critical Review of Congenital Malformations in Low Socioeconomic Strata of Developing Countries

Congenital malformations pose significant challenges in the low socioeconomic strata of developing countries. This review critically examines the prevalence, patterns, and factors influencing congenital malformations in these settings. It explores the physical, psychological, and economic consequences for affected individuals and their families and the social stigma and discrimination they face. The review highlights the importance of equity and access to healthcare services, the role of environmental factors and nutritional deficiencies, and the ethical considerations and policy implications associated with congenital malformations. Existing interventions, challenges in implementation, and innovative approaches are discussed. Gaps in knowledge and areas for further research are identified. Addressing congenital malformations in low socioeconomic strata requires multidisciplinary collaboration, advocacy, and inclusive policies. By prioritizing preventive measures, early detection, and comprehensive care, the burden of congenital malformations can be reduced, improving the quality of life for affected individuals and their communities.

Changing epidemiology of congenital heart disease: effect on outcomes and quality of care in adults

The epidemiology of congenital heart disease (CHD) has changed in the past 50 years as a result of an increase in the prevalence and survival rate of CHD. In particular, mortality in patients with CHD has changed dramatically since the latter half of the twentieth century as a result of more timely diagnosis and the development of interventions for CHD that have prolonged life. As patients with CHD age, the disease burden shifts away from the heart and towards acquired cardiovascular and systemic complications. The societal costs of CHD are high, not just in terms of health-care utilization but also with regards to quality of life. Lifespan disease trajectories for populations with a high disease burden that is measured over prolonged time periods are becoming increasingly important to define long-term outcomes that can be improved. Quality improvement initiatives, including advanced physician training for adult CHD in the past 10 years, have begun to improve disease outcomes. As we seek to transform lifespan into healthspan, research efforts need to incorporate big data to allow high-value, patient-centred and artificial intelligence-enabled delivery of care. Such efforts will facilitate improved access to health care in remote areas and inform the horizontal integration of services needed to manage CHD for the prolonged duration of survival among adult patients.

Determining the incidence of heart malformations in neonates: A novel and clinically approved solution

Background

Screening for critical congenital heart defects should be performed as early as possible and is essential for saving the lives of children and reducing the incidence of undetected adult congenital heart diseases. Heart malformations remain unrecognized at birth in more than 50% of neonates at maternity hospitals. Accurate screening for congenital heart malformations is possible using a certified and internationally patented digital intelligent phonocardiography machine. This study aimed to assess the actual incidence of heart defects in neonates. A pre-evaluation of the incidence of unrecognized severe and critical congenital heart defects at birth in our well-baby nursery was also performed.

Methods

We conducted the Neonates Cardiac Monitoring Research Project (ethics approval number: IR-IUMS-FMD. REC.1398.098) at the Shahid Akbarabadi Maternity Hospital. This study was a retrospective analysis of congenital heart malformations observed after screening 840 neonates. Using a double-blind format, 840 neonates from the well-baby nursery were randomly chosen to undergo routine clinical examinations at birth and digital intelligent phonocardiogram examinations. A pediatric cardiologist performed echocardiography for each neonate classified as having abnormal heart sounds using an intelligent machine or during routine medical examinations. If the pediatric cardiologist requested a follow-up examination, then the neonate was considered to have a congenital heart malformation, and the cumulative incidence was calculated accordingly.

Results

The incidence of heart malformations in our well-baby nursery was 5%. Furthermore, 45% of heart malformations were unrecognized in neonates at birth, including one critical congenital heart defect. The intelligent machine interpreted innocent murmurs as healthy heart sound.

Conclusion

We accurately and cost-effectively screened for congenital heart malformations in all neonates in our hospital using a digital intelligent phonocardiogram. Using an intelligent machine, we successfully identified neonates with CCHD and congenital heart defects that could not be detected using standard medical examinations. The Pouya Heart machine can record and analyze sounds with a spectral power level lower than the minimum level of the human hearing threshold. Furthermore, by redesigning the study, the identification of previously unrecognized heart malformations could increase to 58%.