A survey of deep learning for electronic health records

J Xu, X Xi, J Chen, VS Sheng, J Ma, Z Cui - Applied Sciences, 2022 - mdpi.com
Medical data is an important part of modern medicine. However, with the rapid increase in
the amount of data, it has become hard to use this data effectively. The development of …

The society of thoracic surgeons congenital heart surgery database: 2021 update on outcomes and research

SR Kumar, JE Mayer Jr, DM Overman… - The Annals of Thoracic …, 2021 - Elsevier
The Society of Thoracic Surgeons Congenital Heart Surgery Database is a comprehensive
clinical outcomes registry that captures almost all pediatric cardiac surgical operations in the …

Systematic estimates of the global, regional and national under-5 mortality burden attributable to birth defects in 2000–2019: a summary of findings from the 2020 …

J Perin, CT Mai, A De Costa, K Strong, T Diaz… - BMJ open, 2023 - bmjopen.bmj.com
Objectives To examine the potential for bias in the estimate of under-5 mortality due to birth
defects recently produced by the WHO and the Maternal and Child Epidemiology Estimation …

Improving Diagnostics with Deep Forest Applied to Electronic Health Records

A Khodadadi, N Ghanbari Bousejin, S Molaei… - Sensors, 2023 - mdpi.com
An electronic health record (EHR) is a vital high-dimensional part of medical concepts.
Discovering implicit correlations in the information of this data set and the research and …

[HTML][HTML] Double outlet right ventricle

Y Bell-Cheddar, WA Devine, CE Diaz-Castrillon… - Frontiers in …, 2023 - frontiersin.org
Frontiers | Double outlet right ventricle Skip to main content Download Article Download Article
Download PDF ReadCube EPUB XML (NLM) Share on Export citation EndNote Reference …

Pediatric and Congenital Cardiovascular Disease Research Challenges and Opportunities: JACC Review Topic of the Week

AR Opotowsky, KY Allen, EM Bucholz, KM Burns… - Journal of the American …, 2022 - jacc.org
Abstract The National Heart, Lung, and Blood Institute convened a workshop in August 2021
to identify opportunities in pediatric and congenital cardiovascular research that would …

Guidelines for performing a comprehensive pediatric transthoracic echocardiogram: recommendations from the American Society of Echocardiography

L Lopez, DL Saurers, PCA Barker, MS Cohen… - Journal of the American …, 2024 - Elsevier
Echocardiography is a fundamental component of pediatric cardiology, and appropriate
indications have been established for its use in the setting of suspected, congenital, or …

Analysis of 82 children supported with pulsatile paracorporeal ventricular assist device: comparison of patients with biventricular versus univentricular circulation

MS Bleiweis, Y Stukov, J Philip, GJ Peek… - Seminars in Thoracic …, 2023 - Elsevier
We reviewed outcomes in 82 consecutive children supported with the Berlin Heart pulsatile
ventricular assist device (VAD), comparing those with functionally univentricular circulation …

Palliation plus ventricular assist device insertion in 15 neonates and infants with functionally univentricular circulation

MS Bleiweis, J Philip, GJ Peek, JC Fudge… - The Annals of Thoracic …, 2022 - Elsevier
Background We report 15 high-risk neonates and infants with functionally univentricular
circulation stabilized with initial surgical palliation plus ventricular assist device (VAD) …

A comprehensive approach to the management of patients with HLHS and related malformations: an analysis of 83 patients (2015-2021)

MS Bleiweis, GJ Peek, J Philip… - World Journal for …, 2022 - journals.sagepub.com
Background: Some patients with hypoplastic left heart syndrome (HLHS) and HLHS-related
malformations with ductal-dependent systemic circulation are extremely high-risk for …