Pediatrics

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

7,317 articles
Stay Ahead - Weekly Pediatrics research updates
Subscribe
Browse Categories
Showing 121-140 of 7,317 articles

Beyond Kimi K3: Spillover Effects of Frontier AI Competition on Health Care.

The July release of Kimi K3, an open-weight frontier AI model, is the latest milestone in the heated competition between AI developers in China and the United States. In this News and Perspectives article, JMIR Correspondent Tejas S Athni reports on how health care systems in the United States may benefit from the race to develop frontier AI.

Aug 14 2026 42599822

Large Language Model Simplification of Open Access Pediatric Strabismus Literature: Cross-Sectional Validation of Readability and Clinical Fidelity.

BACKGROUND: Peer-reviewed medical literature consistently violates established health literacy readability targets, creating a gap that effectively excludes patients and caregivers from accessing evidence-based information. OBJECTIVE: This study aimed to evaluate whether a large language model (LLM) can generate plain-language summaries of pediatric strabismus literature while preserving clinical ...

Aug 14 2026 42600075
Data diversity vs. model complexity in the prediction of pediatric bipolar disorder: Evidence from academic and community clinical samples.

Pediatric bipolar disorder is challenging to diagnose accurately due to symptom heterogeneity. More standardized and data-driven approaches are needed...

Aug 14 2026 42600789
Global and Regional Burden of Refraction Disorders In Children, Adolescents and Young Adults from 1990 to 2021: Trends, Inequalities and Future Predictions with Machine Learning.

PURPOSE: This study aims to forecast future trends and quantify the contributions of key determinants, extending current evidence for tailored interve...

Aug 14 2026 42601586
Comprehensive evaluation of health status of Tibetan primary and middle school students based on an artificial neural network model: A cross-sectional study.

The high-altitude and unique climatic conditions of Tibet can have a significant impact on the growth and development of local children and adolescent...

Aug 14 2026 42601700
Machine learning models for predicting neonatal bacterial infections: a retrospective cohort study.

Bacterial infections represent a critical threat to neonatal health, accounting for approximately 25% of neonatal mortality globally. Timely and preci...

Aug 14 2026 42595840
Exploratory multivariate adaptive regression splines modeling of myopic progression in children receiving atropine.

BACKGROUND: The increasing global prevalence of pediatric myopia has led to the widespread use of atropine for myopia control. Despite its proven effi...

Aug 14 2026 42596632
Exploring Perceptions of Leveraging AI to Improve Outcomes in Maternal, Sexual, and Reproductive Health in Sub-Saharan Africa: Exploratory Qualitative Study.

BACKGROUND: AI has the potential to transform health care in low- and middle-income countries, where access to quality care remains limited. Maternal,...

Aug 13 2026 42594346
Real-World Barriers to and Facilitators of Implementing AI-Based Clinical Decision Support Systems: Scoping Review.

BACKGROUND: Widespread and sustained uptake of AI-based clinical decision support systems (CDSSs) in real-world health care settings is uncommon, desp...

Aug 13 2026 42594361
Fostering reflection: Development and initial evaluation of a mentalization-based GenAI simulator for foster care supervisors.

BACKGROUND: Foster care supervisors require advanced reflective functioning (RF) to manage complex relational demands, yet traditional training is dif...

Aug 13 2026 42594669
Stakeholder Perspectives on AI-Assisted Pain Assessment in Pediatrics: A Qualitative Study of Shared Needs and Divergent Priorities.

Pain management remains a significant challenge in pediatric care, where pain is frequently under-assessed and undertreated. Artificial intelligence i...

Aug 13 2026 42595203
Identification of weight loss predictors using machine learning approaches in adolescents with obesity.

BACKGROUND: Despite the effectiveness of lifestyle multidisciplinary (LMD) weight loss interventions in pediatric obesity, outcomes remain variable be...

Aug 13 2026 42595823
The electrocardiogram and artificial intelligence: turning signals into insights in pediatric and congenital heart disease.

PURPOSE OF REVIEW: Artificial intelligence applied to electrocardiography (AI-ECG) has rapidly been investigated in adult cardiovascular medicine, yet...

Aug 13 2026 42590997
Nursing Students' Information Seeking Behavior in Saudi Arabia: A Mixed-Method Study.

INTRODUCTION: Nursing care plans are fundamental learning tools for assessing students' clinical judgment, yet documentation quality is influenced by ...

Aug 13 2026 42602293
Somalia's lifeline: Digitalization and AI.

Somalia's fragile health system, strained by decades of conflict, climate shocks, and persistently low immunization coverage, remains dangerously vuln...

Aug 12 2026 42583880
Harmonizing Multi-Institutional Clinical Documentation Using Natural Language Processing in Neurofibromatosis Type 1.

BACKGROUND AND OBJECTIVES: Machine learning (ML) and natural language processing (NLP) approaches are increasingly used to support nuanced phenotyping...

Aug 12 2026 42585623
A solution to generalized learning from small training sets found in infants' repeated visual experiences of individual objects.

One-year-old infants rapidly form and generalize categories from idiosyncratic experiences of very few exemplars of those categories. Here we provide ...

Aug 12 2026 42585005
Echo-Mamba: A Lightweight Mamba-Based Framework for Generalizable Left Ventricular Segmentation Across Multiple Echocardiographic Views.

Left ventricle (LV) segmentation in echocardiography is crucial for the assessment of cardiac function and the diagnosis of cardiovascular disease. In...

Aug 12 2026 42585047
Messaging and Chatbot-Assisted Nursing Consultation (ChatACP) to Empower Family Members of Residents of Nursing Homes on Advance Care Planning: Protocol for a Mixed Methods Pilot Study.

BACKGROUND: Advance care planning (ACP) involves proactive communication about end-of-life care preferences among patients, families, and health care ...

Aug 12 2026 42585665
Browse Categories