Pediatrics

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

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Assessment of Large Language Models for Tracheostomy Care in Pediatrics: ChatGPT vs Claude.

INTRODUCTION: This study aimed to evaluate the accuracy, completeness, clarity, and relevance of res...

Apr 2026 42047653
Applications of Natural Language Processing and Large Language Models for Social Determinants of Health: Systematic Review.

BACKGROUND: Social determinants of health (SDOH) are the social, economic, and environmental conditi...

Apr 2026 42048518
Quantifying Components in a Model Vaccine with Machine-Learning-Augmented Raman Spectroscopy.

Vaccination is a highly efficient strategy in controlling infections. Aluminum-containing adjuvants ...

Apr 2026 42049192
A deep learning method for children's self-care problems classification using represent learning and focal loss.

BackgroundAn accurate diagnosis of children's self-care problems significantly matters in the growth...

Apr 2026 42050324
Development and validation of the Lebanese Social Media Dependency Scale (LSMDS): A cross-sectional study among university students.

BACKGROUND: Social media use has become pervasive among university students worldwide, with growing ...

Apr 2026 42048327
Neonatal brain MRI Atlas: Current and future.

Neonatal brain atlases provide essential spatial references for studying early brain development and...

Apr 2026 42055127
The impact of childhood trauma on brain structural connectivity in adolescent major depressive disorder: A graph-based analysis.

BACKGROUND: Childhood trauma (CT) significantly increases vulnerability to adolescent major depressi...

Apr 2026 42055130
Automated Detection of Pediatric Pneumonia via Clinically Driven AI Analysis of Lung Ultrasound.

Lung ultrasound (LUS) is increasingly utilized for diagnosing pediatric pneumonia due to its bedside...

Apr 2026 42044517
Prospective genomic and epidemiologic surveillance of Klebsiella pneumoniae in a tertiary NICU.

BACKGROUND: Klebsiella pneumoniae complex (Kp) is a relevant neonatal pathogen colonizing preterm in...

Apr 2026 42046161
Predicting abdominal obesity in children and adolescents via machine learning: a longitudinal cohort study.

OBJECTIVES: This study aimed to construct and verify machine learning (ML) models to predict long-te...

Apr 2026 42048665
Machine Learning Prediction of Hospital Stay in Pediatric Typhoid Intestinal Perforation: Pilot Study.

INTRODUCTION: Typhoid intestinal perforation (TIP) remains a significant cause of pediatric morbidit...

Apr 2026 42048896
Optimizing AI Voice for Adolescent Health: Preferences and Trustworthiness Across Teens and Parent.

INTRODUCTION: Communicating about adolescent health topics with adolescents and their parents is cru...

Apr 2026 42043373
Automated Eosinophil Quantification Using Deep Learning to Predict Therapy Escalation in Pediatric Ulcerative Colitis.

BACKGROUND: Emerging evidence implicates eosinophils as important modulators of disease activity and...

Apr 2026 42044208
AI in Point-of-Care Imaging for Clinical Decision Support: Systematic Review of Diagnostic Accuracy, Task-Shifting, and Explainability.

BACKGROUND: Artificial intelligence (AI) integrated with point-of-care imaging is a promising approa...

(4)
Apr 2026 42044298
From Static Diagnosis to Dynamic Guidance : Evolution of Artificial Intelligence in Pediatric Neuroimaging.

The pediatric brain represents a dynamic biological target characterized by rapid myelination and fu...

(4)
Apr 2026 42036142
Preface : Digital and Robotic Transformation of Pediatric Neurosurgery.

This Pediatric Issue of the Journal of Korean Neurosurgical Society addresses the digital and roboti...

(1)
Apr 2026 42036145
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