AIMC Topic: Ductus Arteriosus, Patent

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Predicting Risk for Patent Ductus Arteriosus in the Neonate: A Machine Learning Analysis.

Medicina (Kaunas, Lithuania) Mar 26, 2025
: Patent ductus arteriosus (PDA) is common in newborns, being associated with high morbidity and mortality. While maternal and neonatal conditions are known contributors, few studies use advanced machine learning (ML) as predictive factors. This stud...
Pregnancy Female Infant, Newborn Machine Learning COVID-19 Retrospective Studies Risk Assessment Logistic Models Gestational Age Ductus Arteriosus, Patent Humans Risk Factors Adult Male
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Extraction and evaluation of features of preterm patent ductus arteriosus in chest X-ray images using deep learning.

Scientific reports Nov 26, 2024
Echocardiography is the gold standard of diagnosis and evaluation of patent ductus arteriosus (PDA), a common condition among preterm infants that can cause hemodynamic abnormalities and increased mortality rates, but this technique requires a skille...
Deep Learning Infant, Newborn Infant, Premature Humans Male Intensive Care Units, Neonatal Radiography, Thoracic Female Echocardiography Ductus Arteriosus, Patent
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Anesthesia management experience for pediatric day-case PDA ligation under thoracoscopy assisted by a robot: a retrospective study.

Journal of cardiothoracic surgery Dec 19, 2023
BACKGROUND: To summarize the anesthesia management experience for pediatric day-case patent ductus arteriosus (PDA) ligation under robot-assisted thoracoscopy and explore the key points of anesthesia management for this procedure.
Nausea Vomiting Ligation Pneumothorax Ductus Arteriosus, Patent Pain Anesthesia Thoracoscopy Retrospective Studies Child Robotics Humans
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Application of robot-assisted endoscopic technique in the treatment of patent ductus arteriosus in 106 children.

Journal of robotic surgery Jan 16, 2023
The objective is to evaluate and apply the robot-assisted endoscopic surgical technique for treatment of patent ductus arteriosus (PDA) in children. Clinical data of 106 children with PDA who underwent robot-assisted endoscopic operation were retrosp...
Child Treatment Outcome Robotics Ductus Arteriosus, Patent Robotic Surgical Procedures Ligation Humans Retrospective Studies Infant
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Da Vinci robotic system-assisted treatment of patent ductus arteriosus for a 7-kg child: The first case report.

Asian journal of surgery Apr 13, 2022
Humans Child Robotics Laparoscopy Robotic Surgical Procedures Ductus Arteriosus, Patent
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Deep learning-based computer-aided heart sound analysis in children with left-to-right shunt congenital heart disease.

International journal of cardiology Dec 10, 2021
OBJECTIVE: The purpose of this study was to explore a new algorithm model capable of leverage deep learning to screen and diagnose specific types of left-to-right shunt congenital heart disease (CHD) in children.
Ductus Arteriosus, Patent Humans Heart Septal Defects, Atrial Computers Child Ventricular Function, Left Sound Recordings Heart Defects, Congenital Stroke Volume Heart Sounds Deep Learning
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Artificial intelligence model comparison for risk factor analysis of patent ductus arteriosus in nationwide very low birth weight infants cohort.

Scientific reports Nov 16, 2021
Despite the many comorbidities and high mortality rate in preterm infants with patent ductus arteriosus (PDA), therapeutic strategies vary depending on the clinical setting, and most studies of the related risk factors are based on small sample popul...
Risk Factors Male Cohort Studies Artificial Intelligence Female Infant, Newborn Ductus Arteriosus, Patent Registries Infant, Very Low Birth Weight Humans Infant, Premature Models, Cardiovascular
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Predicting the serum digoxin concentrations of infants in the neonatal intensive care unit through an artificial neural network.

BMC pediatrics Dec 27, 2019
BACKGROUND: Given its narrow therapeutic range, digoxin's pharmacokinetic parameters in infants are difficult to predict due to variation in birth weight and gestational age, especially for critically ill newborns. There is limited evidence to suppor...
Male Retrospective Studies Digoxin Humans Intensive Care Units, Neonatal Neural Networks, Computer Female Linear Models Ductus Arteriosus, Patent Forecasting Infant, Newborn
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Comparative Analysis of Machine Learning Algorithms Evaluating the Single Nucleotide Polymorphisms of Metabolizing Enzymes with Clinical Outcomes Following Intravenous Paracetamol in Preterm Neonates with Patent Ductus Arteriosus.

Current drug metabolism Jan 1, 2024
AIMS: Pharmacogenomics has been identified to play a crucial role in determining drug response. The present study aimed to identify significant genetic predictor variables influencing the therapeutic effect of paracetamol for new indications in prete...
Female Infant, Newborn Male Machine Learning Algorithms Prospective Studies Infant, Premature Administration, Intravenous Acetaminophen Analgesics, Non-Narcotic Polymorphism, Single Nucleotide Treatment Outcome Cytochrome P-450 Enzyme System Humans Ductus Arteriosus, Patent
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