Pediatrics

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

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The Implementation of a Business Process Model and Notation for Modeling Patient Health Care Trajectories: Systematic Review.

BACKGROUND: Health care systems are increasingly confronted with the challenge of managing complex clinical processes. One proposed solution is a patient-centered management intervention called a care pathway that needs process mapping to support process improvement. Although the adoption and use of Business Process Modeling Notation (BPMN) for modeling patient health care trajectories has increas...

Jun 9 2026 42263138

Neuroendocrine basis of affective behavior: what we can learn from differences in sex development (DSD).

Steroid hormones influence affective behavior and its underlying neural networks. However, distinguishing between organizational and activational hormonal effects, along with effects of socialization, remains challenging, limiting the understanding of the mechanisms underlying affective neurobehavioral differences. Individuals with differences in sex development (DSD), such as congenital adrenal h...

Jun 9 2026 42263357
Prediction of avatrombopag-induced thrombocytosis in pediatric immune thrombocytopenia: an AI-based real-world study.

Avatrombopag (AVA), an oral thrombopoietin receptor agonist (TPO-RA), has demonstrated favorable efficacy in the treatment of pediatric immune thrombo...

Jun 9 2026 42260021
Flexible electronics research knowledge mapping based on VOSviewer and CiteSpace bibliometric analysis.

Innovations in polymer chemistry and materials science have accelerated the development of high-performance flexible electronics for applications in v...

Jun 9 2026 42260204
Generative Artificial Intelligence Chatbots for Parental Guidance in Pediatric Orthopaedics: A Pilot Feasibility Study.

BACKGROUND: Parents of children with pediatric orthopaedic conditions frequently have questions after their clinic visit, and a reliable postconsultat...

Jun 9 2026 42256001
The impact of an ambient documentation tool on the care experience of clinical pharmacists embedded in ambulatory clinics: A mixed-methods evaluation.

PURPOSE: Ambient documentation tools (ADTs) are an emerging technology designed to help clinicians complete documentation more effectively with less t...

Jun 8 2026 42252749
Zero-shot performance of a general-purpose vision-language model for pediatric appendicitis diagnosis.

BACKGROUND: General-purpose vision-language models can analyze medical images without task-specific training, but their value for pediatric abdominal ...

Jun 8 2026 42257728
Supervised Fine-Tuning of Large Language Models With Chain-of-Thought Reasoning for Pediatric Heart Disease Detection in Unstructured Echocardiogram Reports: Algorithm Development and Validation.

BACKGROUND: Pediatric heart disease (PHD), including congenital heart defects, is often incompletely captured in electronic health records, particular...

Jun 8 2026 42258573
Prediction of treatment response and adverse events in pediatric ADHD treated with acupuncture combined with conventional treatment.

INTRODUCTION: To develop and externally validate machine learning (ML) models for predicting treatment response and adverse events in children with at...

Jun 8 2026 42258584
IoT-Enabled SnO₂-Based Humidity Sensor for Real-Time Monitoring in Neonatal Incubators.

This research presents the development and optimization of a Tin Oxide (SnO₂)-based resistive humidity sensor for accurate monitoring in incubator sys...

Jun 8 2026 42258699
From green to gold: Synergistic enhancement of residents' well-being and ecological quality under China's "two mountains" pilots zones.

Achieving a harmonious symbiosis between economic prosperity and environmental sustainability remains a defining challenge for global sustainable deve...

Jun 8 2026 42259034
Cross-modal attentive fusion network for tri-modal lesion growth prediction.

Pre-trained LSTM-RNN models with linear kernels fail to capture irregular, non-linear lesion growth patterns. In this paper presents a new deep learni...

Jun 8 2026 42259863
Deep learning reconstruction improves appendix visualization on pediatric magnetic resonance imaging (MRI): a single-center experience.

BACKGROUND: Thin-slice MRI may improve appendix visualization in children with suspected appendicitis, but reducing slice thickness decreases signal-t...

Jun 6 2026 42249942
Emerging Applications of Artificial Intelligence in Pediatric Care.

Artificial intelligence (AI) technologies such as machine learning (ML), deep learning (DL), predictive analytics and other tools are rapidly changing...

Jun 6 2026 42250093
History repeats in sweet solutions: toxicological concerns and targeted recommendations following the cough syrup-linked paediatric mortalities in India.

The latest episode of cough syrup-associated pediatric deaths in India linked to the reported diethylene glycol (DEG) contamination reverberates a lon...

Jun 6 2026 42250231
Brain neuromarkers predict self- and other-related mentalizing across adult, clinical, and developmental samples.

Human social interactions rely on the ability to reflect on one's own and others' internal states and traits-a process known as mentalizing. Impaired ...

Jun 6 2026 42251044
Large language models for generating longitudinal synthetic data in low-risk pregnancy care.

This article describes an obstetric dataset covering the full continuum of care of 5000 synthetic low-risk pregnant women, from preconception to post-...

Jun 5 2026 42317631
Language network functional connectivity in infancy predicts developmental language trajectories.

Although developmental language delays affect approximately 10% of children in the general population, the neurodevelopmental mechanisms that support ...

Jun 5 2026 42251849
Infant Brain Age Estimation With T1w/T2w Ratio MRI: A Myelination-Aware Deep Learning Approach.

BACKGROUND: Brain age estimation provides a noninvasive MRI biomarker of neurodevelopment. In infancy, rapid regionally ordered myelination reflects b...

Jun 5 2026 42247370
Machine Learning-Enabled Gas Sensor Based on MOF-Derived In2O3-CuO for Exhaled CO Detection.

Noninvasive, precise breath analysis holds significant importance for the screening and monitoring of neonatal jaundice, with its core challenge lying...

Jun 5 2026 42247628
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