Pediatrics

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

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Neonatal brain MRI Atlas: Current and future.

Neonatal brain atlases provide essential spatial references for studying early brain development and supporting atlas-based neuroimaging analysis. This paper presents a comprehensive review of the methodological evolution of neonatal brain template construction, which can be broadly categorized into five stages: static atlas generation, iterative groupwise averaging, spatiotemporal atlas modeling,...

Apr 27 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 depressive disorder (MDD), yet the underlying neurobiological mechanisms remain unclear. METHODS: This study applied graph-theoretical analysis to structural MRI data to examine how CT influences brain structural networks and antidepressant treatment outcomes in adolescent MDD. A total of 339 adolescents wi...

Apr 27 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 accessibility, radiation-free nature, and high di...

Apr 27 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 infants. While outbreak investigations often focus o...

Apr 27 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-term abdominal obesity (AO) risk in children and ado...

Apr 27 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 morbidity in resource-limited settings, with prolonged hos...

Apr 27 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 crucial in improving health and health behaviors. Thi...

Apr 27 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 therapeutic response in ulcerative colitis. Autom...

Apr 27 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 approach to expand access in settings with limited speci...

Apr 27 2026 42044298
XRL-QNet: an explainable reinforcement learning framework for optimizing and evaluating quantum dots fabrication.

The development of quantum photonics relies on the availability of high-quality, on-demand single-photon sources. Most appropriate are semiconductor Q...

Apr 27 2026 42044660
Development of a community home-based dual-supplier cooperation care model for people with dementia based on an intelligent decision-assistance system: protocol of a 1-year randomised controlled trial in China.

INTRODUCTION: Dementia imposes significant care and financial burdens on families and countries globally. While high-quality home-based care is crucia...

Apr 27 2026 42044955
The role of large language models in the diagnosis and management of obstetric patients: a pilot feasibility study using simulated obstetric cases.

OBJECTIVE: This feasibility study aimed to assess the potential of freely available large language models (LLMs) to support clinical decision-making i...

Apr 27 2026 42045418
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 functional reorganization, which presents unique cha...

Apr 27 2026 42036142
Preface : Digital and Robotic Transformation of Pediatric Neurosurgery.

This Pediatric Issue of the Journal of Korean Neurosurgical Society addresses the digital and robotic transformation of pediatric neurosurgery. It rev...

Apr 27 2026 42036145
Explainable 3D VGG-style convolutional neural network for pediatric hydrocephalus detection on computed tomography: A segmentation-free and fully volumetric deep learning framework.

Pediatric hydrocephalus is commonly assessed on computed tomography (CT) using manual two-dimensional indices that incompletely reflect the ventricula...

Apr 26 2026 42049087
ADAM: advanced design and AI-driven modeling for plant tissue culture media optimization.

BACKGROUND: Optimization of biotechnological processes is traditionally limited by time-consuming trial-and-error approaches and the complexity of sim...

Apr 26 2026 42036668
Biological effects of ultrasonic cavitation in cancer therapy: from physics to mechanobiology.

The therapeutic efficacy of systemic treatments in cancer therapy is invariably limited by the biophysical barriers, including vascular endothelial ba...

Apr 25 2026 42044865
Emerging role of artificial intelligence in necrotizing enterocolitis and implementation challenges.

Necrotizing enterocolitis (NEC) remains a persistent clinical challenge, with diagnostic strategies largely relying on reactive staging criteria that ...

Apr 25 2026 42034914
Real-Time Evaluation of a Large Language Model for Clinical Practice Guideline Development.

BACKGROUND: The purpose of this study was to evaluate the capability of a large language model (LLM) for performing each of the steps of clinical prac...

Apr 24 2026 42042855
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