Pediatrics

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

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Showing 862-882 of 5,850 articles
Explainable machine learning for mental health prediction from social media behavior: a nested cross-validation study with SHAP and LIME interpretability.

Social media behavior is a promising source of early indicators for psychological distress; however,...

Jan 2026 41569469
Deep Learning-Based Prediction of Cardiopulmonary Disease in Retinal Images of Premature Infants.

IMPORTANCE: Bronchopulmonary dysplasia (BPD) and pulmonary hypertension (PH) are leading causes of m...

Jan 2026 41569552
Identifying Key Predictors of Appropriate Discharge Destinations for Older Inpatients in Acute Care: Scoping Review.

BACKGROUND: Postacute care (PAC) services are important to ensure functional recovery and provide ad...

Jan 2026 41570253
Data-driven pediatric ECG reference intervals with VSD-based validation.

To establish population-specific, age- and sex-stratified electrocardiographic (ECG) reference range...

Jan 2026 41570383
RaMBat: Accurate identification of medulloblastoma subtypes from diverse data sources with severe batch effects.

As the most common pediatric brain malignancy, medulloblastoma (MB) includes multiple distinct molec...

Jan 2026 41571436
A Framework for Healthcare from the Eye: Oculomics as a Powerful Window to Systemic Health.

PURPOSE: To present a comprehensive framework for integrating oculomics to assess ocular and systemi...

Jan 2026 41577257
Generative Artificial Intelligence-Enabled Saliency Analysis of Eye Tracking in Cerebral/Cortical Visual Impairment (SET-CVI).

PURPOSE: Children with cerebral/cortical visual impairment (CVI) have neurological conditions that i...

Jan 2026 41743165
Linking subjective experience of anxiety to brain function using natural language processing.

Research on anxiety focuses on clinically relevant behaviours and neurophysiological responses, part...

Jan 2026 41002215
Insights and Advances in Physical Activity Research on Youth with Type 1 Diabetes.

PURPOSE OF REVIEW: Most youth with type 1 diabetes (T1D) do not meet the guidelines for physical act...

Jan 2026 41563611
Psychiatric Documentation and Management in Primary Care With Artificial Intelligence Scribe Use.

IMPORTANCE: Despite increasingly widespread use of artificial intelligence (AI)-driven ambient scrib...

Jan 2026 41563771
Quantitative assessment of neonatal health using dried blood spot metabolite profiles and deep learning.

Neonatal prematurity leads to considerable morbidity and mortality, partly because of acquired condi...

Jan 2026 41564154
Artificial intelligence in emergency medicine: a narrative review.

INTRODUCTION: Artificial intelligence (AI) is increasingly embedded in healthcare, with expanding ap...

Jan 2026 41616395
Personalized surveillance in giant congenital melanocytic nevus, including the role of AI, histopathology and MC1R genotyping: A case report.

Giant congenital melanocytic nevi (GCMN) are rare pigmented skin lesions present at birth that carry...

Jan 2026 41624622
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 inf...

Jan 2026 41555780
Goals of Care Transitions following Postoperative Undertriage.

BACKGROUND: This study tests the hypothesis that postoperative undertriage of high-acuity patients t...

Jan 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, im...

Jan 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. METHO...

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

The digital ecosystem now comprises immersive technologies, including but not limited to the interne...

Jan 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 articl...

Jan 2026 41557111
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