Pediatrics

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

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AI-Powered Documentation for Mental Health Providers: Retrospective Observational Mixed Methods Study.

BACKGROUND: Mental health providers (MHPs) face a significant administrative burden from documentati...

Mar 2026 41818473
Multiclass Radiomics-Based Prediction of BRAF Mutation Status in Pediatric Low-Grade Gliomas Using Multisequence MRI.

BACKGROUND AND PURPOSE: Pediatric low-grade gliomas (pLGGs) are the most common brain tumors in chil...

Mar 2026 41819797
A practical framework for clone selection, media-feed screening, and upstream process parameter optimization for a mAb CHO cell culture process.

This study presents a data-driven workflow for upstream process development in biologics manufacturi...

Mar 2026 41814514
Silent Signals: The Expanding Role of Cell-Free DNA in Women's Health, Pregnancy, and Reproductive Medicine.

Cell-free DNA (cfDNA) is an emerging biomarker detectable in various bodily fluids, with promising i...

Mar 2026 41813599
Optimizing Diagnostic Accuracy of Clinical Red Flags in RASopathies.

RASopathies are a group of genetic disorders caused by pathogenic variants in the RAS-mitogen-activa...

Mar 2026 41813603
Growth rates of coral reefs peaked at 25 °C through the Holocene.

For millennia, corals have built coral-reef structures upon the remains of past generations of coral...

Mar 2026 41811791
Identifying risk profile for adolescent e-cigarette use: A sex-stratified machine learning analysis.

INTRODUCTION: Recent studies show that young females now report higher e-cigarette use than males, r...

Mar 2026 41859247
Machine learning-based 4-domain framework for evaluating COVID-19 policy responses: a counterfactual analysis of 27 European OECD countries.

OBJECTIVES: European countries implemented highly diverse mitigation policies during the COVID-19 pa...

Mar 2026 41819158
Disparate size and stock status between two Sardina pilchardus stocks in northwest African waters.

Small pelagic species like the European sardine (Sardina pilchardus) are highly sensitive to fishing...

Mar 2026 41833180
Adherence to guidelines, pitfalls, and emerging technologies in endoscopic practice for celiac disease: a nationwide SIGENP survey.

UNLABELLED: Upper gastrointestinal endoscopy (UGIE) with duodenal biopsies remains the gold standard...

Mar 2026 41807635
An interpretable machine learning model for predicting prognosis of medulloblastoma integrating genetic and clinical features.

BACKGROUND: Medulloblastoma (MB), the most common malignant pediatric brain tumor, lacks prognostic ...

Mar 2026 41807642
Pediatric SleepNet: A Deep Learning Network for Reliable Pediatric Sleep Staging Across Developmental Stages.

STUDY OBJECTIVES: Manual sleep staging in pediatric populations is challenging due to developmental ...

Mar 2026 41804802
The Identification of Beckwith-Wiedemann Syndrome Through Swap Disentangled Variational Autoencoder.

Congenital syndromes with subtle changes in maxillofacial morphology can pose significant diagnostic...

Mar 2026 41805094
The dual effects of individual and contextual factors on adolescent problematic internet use: Machine learning approaches and SHAP explanations.

PURPOSE: This study applied the Interaction of Person-Affect-Cognition-Execution (I-PACE) model and ...

Mar 2026 41805694
GOLD 2026: Transforming COPD Management with Early Intervention, Multi-dimensional Assessment, and Personalized Care.

The 2026 report from the Global Initiative for Chronic Obstructive Lung Disease (GOLD) introduces su...

Mar 2026 41806208
Quantification of Ki-67 labeling index in pediatric brain tumor immunohistochemistry images.

Quantification of the Kiel 67 (Ki-67) labeling index (LI) is critical for assessing proliferation an...

Mar 2026 41806389
Non-contact monitoring in neonatology.

To present and critically evaluate current contactless monitoring modalities - infrared thermography...

Mar 2026 41806842
Automatic pose estimation in newborn infants: Lessons from the Baby Grow study.

Advances in computational techniques-particularly machine learning-have expanded opportunities to an...

Mar 2026 41803411
The Brain-Age Gap in Pediatric Dystonia: Neuroanatomical Deviations Inform Deep Brain Stimulation Outcomes.

BACKGROUND: Dystonia in children is a heterogeneous condition with variable response to deep brain s...

Mar 2026 41797514
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