Pediatrics

Latest AI and machine learning research in pediatrics for healthcare professionals.

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Showing 1721-1740 of 7,317 articles

Research Paradigm Mismatch: How Patients and Health Care Professionals Seek Health-Related Information Online.

INTRODUCTION: Understanding how patients and health care professionals seek and interpret health information online helps to mitigate knowledge gaps at decision points, leading to improved shared decision-making and better health outcomes. The objective of this study was to improve decision-making by identifing themes in how patients, practitioners, and health care researchers seek health informat...

Jan 20 2026 41555780

Goals of Care Transitions following Postoperative Undertriage.

BACKGROUND: This study tests the hypothesis that postoperative undertriage of high-acuity patients to hospital floor units is associated with new postoperative goals of care (Do Not Resuscitate (DNR), palliation, comfort care, and hospice) orders, representing important outcomes that are incompletely captured by standard mortality metrics. STUDY DESIGN: Using longitudinal electronic health record ...

Jan 20 2026 41556534
A preregistered, open pipeline for early cerebral palsy risk assessment from Infant Videos.

Cerebral Palsy (CP), affecting approximately 1 in 500 children due to abnormal brain development, impacts movement control. Early risk assessment via ...

Jan 20 2026 41556563
Noise in the diagnosis of epilepsy by experts.

OBJECTIVE: To measure the relative levels of signal and noise in expert diagnosis of epilepsy. METHODS: Twenty multinational epileptologists independe...

Jan 20 2026 41556879
Digital Ecosystems, Children, and Adolescents: Technical Report.

The digital ecosystem now comprises immersive technologies, including but not limited to the internet, algorithms, artificial intelligence, social med...

Jan 20 2026 41556931
The Diagnosis and Treatment Technology of Port-Wine Stain, and the Prospect of Future Treatment.

Port-wine stain (PWS) is a congenital capillary malformation with a 0.3-0.5% prevalence. This article reviews key techniques and advancements in the d...

Jan 20 2026 41557111
Digital maternity care in Germany: a cross-sectional web-based survey on midwives' perceptions.

PURPOSE: Maternity care is a central component of any healthcare system and is largely provided by midwives. Considering increasing cost pressures and...

Jan 20 2026 41557177
SVASCilia is an open-source, deep learning-based tool for 3D analysis of cochlear hair cell stereocilia bundles.

Cochlear hair cells are essential for hearing, and their stereocilia bundles are critical for mechanotransduction. However, analyzing the 3D morpholog...

Jan 20 2026 41557732
Program Theory and Core Outcome Set Development for a Technology-Assisted Counseling Intervention in Dementia: Multimethods Study.

BACKGROUND: Counseling in family dementia care aims to support caregivers in mastering challenges. The use of information and communication technologi...

Jan 20 2026 41557937
Quantifying Innovation in Stroke: Large Language Model Bibliometric Analysis.

BACKGROUND: Thrombolysis and mechanical thrombectomy represent the most successful stroke innovations over the last 30 years. Quantifying innovation i...

Jan 20 2026 41558024
Artificial Intelligence Competencies and Educational Needs Among ERNICA Members: Results of a Multinational Survey.

INTRODUCTION: Artificial Intelligence (AI) is increasingly recognized as a transformative force in healthcare. In the field of rare diseases, AI can e...

Jan 20 2026 41558661
Insights into long-acting reversible contraceptive practices in Sub-Saharan Africa: A machine learning perspective.

INTRODUCTION: Long-acting reversible contraceptives (LARCs) are critical for reducing maternal mortality and unintended pregnancies, yet adoption rema...

Jan 20 2026 41557690
Time-Series Machine Learning for Prediction of Bronchopulmonary Dysplasia.

OBJECTIVE: To build a time-series machine learning (ML) model that improves bronchopulmonary dysplasia (BPD) prediction compared with published online...

Jan 19 2026 41565004
Evolution of the gut microbiome in infancy: recent advances.

PURPOSE OF REVIEW: The early-life gut microbiome is a dynamic ecosystem that alongside other niches, such as the oral and skin microbiomes, undergoes ...

Jan 19 2026 41576417
Using artificial intelligence to advance pediatric infection prevention and control.

PURPOSE OF REVIEW: Recent literature describes the deployment of different artificial intelligence (AI) technologies to potentially support infection ...

Jan 19 2026 41568703
Adaptive Machine Learning Framework for Optimizing the Affinity Purification of Adeno-Associated Viral Vectors.

Adeno-associated viral (AAV) vectors for gene therapy are becoming integral to modern medicine, providing therapeutic options for diseases once deemed...

Jan 19 2026 41553185
Prediction of Retinopathy of Prematurity and Treatment in Very Low Birth Weight Infants Using Machine Learning on Nationwide Non-Imaging Clinical Data.

INTRODUCTION: Retinopathy of prematurity (ROP) remains a leading cause of preventable blindness in preterm infants. This study aimed to develop machin...

Jan 19 2026 41553943
Connectome-based predictive modelling of problematic gaming in youth from the ABCD study.

BACKGROUND: Despite the rapid growth in gaming consumption and associated harms in adolescents, data-driven research to identify brain networks underl...

Jan 19 2026 41556979
Using Expert-Cited Features to Detect Leg Dystonia in Cerebral Palsy.

OBJECTIVES: Leg dystonia in cerebral palsy (CP) is debilitating but remains underdiagnosed. Routine clinical evaluation has only 12% accuracy for leg ...

Jan 18 2026 41549584
Deep learning-based automatic adenoid segmentation and a novel volume-based index for adenoid hypertrophy assessment.

BACKGROUND: Adenoid hypertrophy is a common cause of pediatric obstructive sleep apnea (OSA), which can impair cognitive development and affect cranio...

Jan 17 2026 41545817
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