Pediatrics

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

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The Use of Machine Learning to Predict Offline Adolescent e-Cigarette Use: a Proof-of-Concept.

Identification of adolescent e-cigarette use could inform prevention and intervention programming and reduce associated consequences. One way to predict those engaging in use is by examining social media profiles and metrics. Most studies examining substance use content on social media employ self-report or human coding that have methodological limitations. Thus, the current study developed a supe...

May 4 2026 42081044

Risk and Protective Factors Associated With HIV-Related Mortality in Children Receiving Antiretroviral Therapy: A Model-Based Meta-Regression.

IMPORTANCE: Mortality among children and young adolescents receiving antiretroviral therapy (ART) remains substantially higher in resource-limited settings compared with resource-rich regions. The role of modifiable risk and protective factors in explaining this global variation remains poorly understood. OBJECTIVE: To identify and quantify country-level modifiable risk and protective factors asso...

May 4 2026 42081240
Understanding how language barriers in the paediatric emergency care setting influences safety of care delivery: a scoping review.

BACKGROUND: Communication in a family's primary language can support safe care. Vital steps within the care delivery process are contingent on success...

May 4 2026 42082339
Performance of an Artificial Intelligence-Based Automated System for Identifying Primary and Permanent Teeth in Mixed Dentition Panoramic Radiographs.

This study aimed to assess the diagnostic performance of the Brazilian-developed artificial intelligence system DIO Inteligência® for automatic detect...

May 4 2026 42082768
Increased Antidepressant Use after Intensive Care for Aneurysmal Subarachnoid Haemorrhage: A Machine-Learning-Enhanced Propensity-Matched Nationwide Cohort Study.

BACKGROUND: Mood disorders after aneurysmal subarachnoid haemorrhage (aSAH) are common. Meanwhile, mood disorders are also common after intensive care...

May 4 2026 42082877
Classifying and visualizing medication use in the ABCD study.

Medication use during adolescence provides important insight into current health and treatment patterns. However, these data are often difficult to an...

May 4 2026 42071040
Development and validation of a machine learning-based screening tool for early detection of adolescent suicide risk.

BACKGROUND: Adolescent suicide remains a significant public health concern, yet existing suicide screening instruments primarily focus on already mani...

May 3 2026 42076808
Spatiotemporal single-cell atlas of suture stem cell dynamics in craniosynostosis.

BACKGROUND: Craniosynostosis is a congenital disorder characterized by premature suture fusion and aberrant skull morphogenesis. The cellular dynamics...

May 3 2026 42071254
Domain shift analysis of deep learning models for tooth detection in pediatric panoramic radiographs.

The aim of this study was to externally validate object detection models for comprehensive tooth detection on pediatric panoramic radiographs, quantif...

May 2 2026 42091502
Comparative performance of artificial intelligence models in intensive care nursing questions: an evaluation of ChatGPT, DeepSeek, and Google Gemini.

BACKGROUND: The complexity and rapidly evolving nature of critical patient care in Intensive Care Units underscore the importance of the accuracy and ...

May 2 2026 42069581
Metaphorical perceptions of secondary school students regarding the concept of generative artificial intelligence.

UNLABELLED: The rapid integration of generative artificial intelligence (GenAI) tools, such as ChatGPT, into educational contexts has raised important...

May 2 2026 42069822
Hybrid Vi+ECNN framework for advanced ADHD diagnostic accuracy in medical imaging.

Attention-Deficit/Hyperactivity Disorder (ADHD) is a prevalent neurodevelopmental disorder that imposes significant personal and societal burdens. Tra...

May 2 2026 42069836
Predicting and structuring adolescent academic burnout: A multi-ecological framework via machine learning and network analysis.

Academic burnout is a prevalent concern with significant implications for adolescent development, whereas variable-centered approaches often provide l...

May 1 2026 42068710
AlveolEye: Rapid and precise lung morphometry guided by computer vision.

Rigorous and reproducible evaluation of lung tissue under different conditions is necessary to interpret development, injury, and pharmacologic interv...

May 1 2026 42065675
Language Equity in Pediatrics: Caring for Children From Families Who Speak a Language Other Than English.

Families who speak a language other than English (LOE) are a growing population in the United States. Children of these families are at risk of dispar...

May 1 2026 42065955
Applicable Scenarios, Desired Features, and Risks of AI Psychotherapists in Depression Treatment From the Patient's Perspective: Exploratory Qualitative Study.

BACKGROUND: Depression is a pervasive global mental health issue, yet access to trained professionals remains severely limited. With the rapid advance...

May 1 2026 42066293
EED-Astig: A Multimodal Dataset for Pediatric Astigmatism Severity Prediction.

Astigmatism is a prevalent refractive error in preschool children and a leading cause of preventable early visual impairment. Conventional screening m...

May 1 2026 42067530
Multi-Stage Respiratory Sound Analysis: Confidence-Driven Wheeze and Crackle Detection.

OBJECTIVE: Accurate detection of adventitious respiratory sounds, such as wheezes and crackles, is essential for diagnosing and managing respiratory c...

May 1 2026 40986599
Facilitating the Implementation of Artificial Intelligence as Complex Health Interventions in Intensive Care Nursing.

Artificial intelligence (AI) has the potential to integrate and digest vast amounts of information to aid clinical decision-making and organise the lo...

May 1 2026 41913470
Touch Modulates Gamma-Band Network Dynamics in the Infant Brain.

Touch is a foundational sensory modality in early development, playing a pivotal role in shaping social, emotional, and cognitive functions. This stud...

May 1 2026 41917809
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