Pediatrics

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

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Artificial Intelligence Across the Obesity Continuum: From Mechanistic Insights to Global Precision Prevention and Therapy.

Obesity is a complex, rapidly escalating global health challenge that demands innovation across biology, clinical care, and public health. This review synthesizes evidence on artificial intelligence (AI) revolutionizing obesity research and management. In mechanistic discovery, AI techniques like deep neural networks and graph architectures integrate multi-omics, microbiome, and wearable-sensor da...

Dec 10 2025 41371937

Next-Gen Midwifery Support: Designing an Artificial Intelligence (AI) Enhanced Mobile App for Pregnancy Risk Categorization and Clinical Decision Support on Maternal and Neonatal Outcomes.

BACKGROUND: Limited medical professionals, particularly in rural community, impedes patient treatment. Rapid prenatal risk assessments are critical for improving pregnancy care under these resource constraints. OBJECTIVE: To develop and evaluate an innovative digital system that assists midwives in recognizing prenatal risks and in making clinical decisions in maternity hospitals, especially in ru...

Dec 9 2025 41364741
DGPCNet: anemia detection from multimodal palm, fingernails, and eye conjunctiva images using deep global pyramid convolutional network.

BACKGROUND: Anemia is one of the most common hematological disorders causing fatigue, increased vulnerability to infection, low birth weight, and thre...

Dec 9 2025 41312895
Quantitative EEG enhances early assessment and prognostic stratification of brain dysfunction in infants with abusive head trauma.

AIM: To assess the value of quantitative EEG (qEEG) as a diagnostic and prognostic biomarker in infants with abusive head trauma (AHT). Despite its ce...

Dec 9 2025 41371169
Machine learning (ML) and deep learning (DL) in vaccine target selection, design, development and characterization.

Vaccination is an effective approach that saves the lives of millions of people. Computer tools and technologies have recently helped design novel, sa...

Dec 9 2025 41371096
Deep learning for pediatric femoral neck fracture detection in a multicenter study.

Pediatric femoral neck fractures (FNFs) are uncommon but may result in severe complications if undiagnosed. This study developed a deep learning model...

Dec 8 2025 41541682
Developmental embedding of parvalbumin-positive interneurons drives local and crosshemispheric prefrontal gamma synchrony.

Gamma oscillations are critical for cortical cognitive processing. The ability to generate gamma oscillations evolves with age and requires cellular a...

Dec 7 2025 41365479
Integrating education-based interventions and machine learning for stunting prevention: A case study in East Lombok, Indonesia.

One of the regions in Indonesia that has the highest prevalence of stunting cases is West Nusa Tenggara, with a percentage of cases almost reaching 12...

Dec 6 2025 41479465
Integrating administrative health data and machine learning to predict ALS onset.

BACKGROUND: This study aims to develop a Machine Learning (ML) model to predict the initial diagnosis of Amyotrophic Lateral Sclerosis (ALS). METHODS:...

Dec 5 2025 41347776
The global epidemiology of acute kidney injury: challenges and opportunities.

Acute kidney injury (AKI) is a devastating complication of acute illness that affects adults and children across multiple settings worldwide and is as...

Dec 5 2025 41350436
Precision medicine in Moyamoya vasculopathy.

PURPOSE OF REVIEW: Moyamoya vasculopathy is a progressive cerebrovascular steno-occlusive disease with variable presentation. As revascularization tec...

Dec 5 2025 41355354
Self-learning and Simulation in the 21st Century: From Textbooks to ChatGPT.

The growth of the digital age has corresponded with decreased operative experience and concern for low readiness for practice among surgical trainees,...

Dec 4 2025 42266631
Evaluating the Role of Artificial Intelligence in Fetal Medicine: Opportunities, Evidence, and Challenges, A Narrative Review.

Artificial intelligence has emerged as a promising tool in fetal medicine, with applications in prenatal imaging, anomaly detection, and biometric ana...

Dec 4 2025 41576327
How do Artificial Intelligence chatbots respond to questions from adolescent personas about their eating, body weight or appearance?

BACKGROUND: Body image and eating behaviours are common areas of concern for early adolescents. Artificial Intelligence (AI) interactions are becoming...

Dec 3 2025 41332262
The appropriateness of primary care physician referrals for lumbar spine magnetic resonance imaging (MRI): retrospective cross-sectional study.

AIM: Low back pain (LBP) affects a significant proportion of the population. There has been an increase in referrals for magnetic resonance imaging (M...

Dec 1 2025 41519641
Detection of major depressive disorder in adolescents based on textual and acoustic features.

BACKGROUND: Adolescent major depressive disorder (MDD) has become a growing public health concern, with rising prevalence over the past decade and sig...

Nov 30 2025 41330510
Pathway-Informed Machine Learning Identifies Genetic Predictors of High-Dose Methotrexate-Induced Mucositis in Pediatric Acute Lymphoblastic Leukemia.

High-dose methotrexate for pediatric cancer treatment is frequently associated with mucositis, which can lead to delayed or discontinued treatment and...

Nov 30 2025 41321063
The role of artificial intelligence in advancing urologic care: From diagnostics to therapeutics.

Artificial intelligence (AI) is gradually altering urology by improving diagnostic precision, prognostic evaluation, and therapy decisions in a broad ...

Nov 29 2025 41561314
Using machine learning to predict clinical remission with exclusive enteral nutrition in pediatric Crohn disease.

OBJECTIVES: Exclusive enteral nutrition (EEN) is a first-line treatment for induction of remission in luminal pediatric Crohn disease (pCD). However, ...

Nov 29 2025 41318965
Geometric deep learning for local growth prediction on abdominal aortic aneurysm surfaces.

Abdominal aortic aneurysms (AAAs) are progressive focal dilatations of the abdominal aorta. AAAs may rupture, with fatal consequences in >80% of cases...

Nov 29 2025 41330258
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