Pediatrics

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

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[Digital transformation in multiple sclerosis: Advances in diagnostics, monitoring and patient-centred care].

Digital transformation is fundamentally changing the diagnosis, monitoring and treatment of multiple sclerosis. The integration of multimodal data from imaging, laboratory tests, clinical assessments, patient-reported outcomes and continuous measurements via wearables is creating high-resolution, longitudinal profiles of disease progression. Based on this data, modern analysis methods and artifici...

Jun 24 2026 42341745

Quantitative Impact of T1 Subtraction Maps on Enhancing Component Delineation and Measured Volumes in Minimally Enhancing Pediatric Brain Tumors.

BACKGROUND AND PURPOSE: The delineation of contrast enhancement in pediatric brain tumors is crucial for effective surgical and treatment planning, as well as for monitoring treatment response per Response Assessment in Pediatric Neuro-Oncology (RAPNO) guidelines. Accurate delineation of enhancement is also important in ground truth generation for training automated deep learning models. However, ...

Jun 24 2026 42342377
Machine learning-driven modelling and optimization of callus induction and biomass accumulation in Lavandula × intermedia.

Callus formation in Lavandula × intermedia varies widely depending on explant type, plant growth regulator composition, and cultivation duration, yet ...

Jun 24 2026 42342735
Analysis of color patterns during the growth period of pleurotus citrinopileatus and optimization method for deep learning dataset.

Due to the reliance of deep learning on high-quality datasets and the uncertainty regarding the reproductive period segmentation and image annotation ...

Jun 24 2026 42342742
Medical students' knowledge and attitude towards using artificial intelligence in medical education and practice: a pre-post study.

BACKGROUND: This study aims to evaluate the knowledge and attitudes of Mansoura medical students towards artificial intelligence (AI) use in medical e...

Jun 23 2026 42337771
Impact of a Practical, Hands-On, Continuing Professional Development Course About AI in Health Care Professions Education on the Perceptions and Behaviors of Health Care Educators: Qualitative Case Study.

BACKGROUND: Artificial intelligence (AI) is increasingly being used in many aspects of society, including health care and education. AI has the potent...

Jun 23 2026 42337802
Machine Learning-Based Prediction of Dental Caries in 12-Year-Old Adolescents: A Nationwide Cross-Sectional Study in Korea.

OBJECTIVE: We aimed to develop and evaluate machine learning models to support population-level risk stratification for dental caries in the permanent...

Jun 23 2026 42337993
Development of an Interpretable Machine Learning Model for Predicting Clavien-Dindo Grade ≥2 Complications after Unilateral Minimally Invasive Pyeloplasty in UPJO: A Retrospective Cohort Study.

BACKGROUND: Minimally invasive pyeloplasty (MIP), encompassing both conventional laparoscopy and robot-assisted approaches, has become the primary tre...

Jun 23 2026 42333902
Exploring the Lived Experience of Acne in the United States and the United Kingdom: Social Media Analysis.

BACKGROUND: Acne is a chronic skin condition that primarily affects adolescents and young adults but can persist into adulthood. It can have repercuss...

Jun 23 2026 42335467
Multimodal integration of pathomics and clinical features improves recurrence risk prediction in pediatric medulloblastoma.

BACKGROUND: Accurate prediction of recurrence in pediatric medulloblastoma remains challenging with clinical variables alone. This study evaluated whe...

Jun 23 2026 42337025
Clinical accuracy and applications of large language models in pediatric orthopedics: a systematic review.

UNLABELLED: To systematically evaluate the accuracy, reliability, and clinical applicability of artificial intelligence and large language models (LLM...

Jun 23 2026 42322047
Artificial intelligence in pediatric endoscopy for hereditary polyposis syndromes: promises and challenges.

PURPOSE OF REVIEW: Children with hereditary polyposis syndromes require long-term endoscopic surveillance to reduce risks of gastrointestinal complica...

Jun 23 2026 42328851
Advancing emergency medicine across Asia: a roadmap for leadership, collaboration, and digital transformation.

Emergency medicine has evolved from an emerging discipline to a formally recognised specialty across much of Asia over the past four decades. Adoption...

Jun 22 2026 42332556
Evaluating Large Language Models for Post-Publication Promotion: A Blinded Comparative Study of Social Media Posts in Public Health.

BACKGROUND: Social media platforms such as X (formerly Twitter) are increasingly used by journals, authors, and institutions to promote newly publishe...

Jun 22 2026 42333395
Simultaneously prediction of multiple wheat leaf phenotypes using hyperspectral imaging with multi-task machine and deep learning.

Chlorophyll content (represented by the Soil and Plant Analyzer Development (SPAD) value) and leaf moisture content (LMC) are two key physiological ph...

Jun 22 2026 42335700
Evaluation of the BD urine culture application for artificial intelligence-assisted urine culture interpretation.

Artificial intelligence-based culture reading tools can potentially accelerate reading, improving reporting consistency in image-based interpretation,...

Jun 22 2026 42324609
The impact of "relational" Artificial Intelligence on human well-being: A self-determination theory analysis.

Advances in generative artificial intelligence (AI) have given rise to relational AI-AI agents that mimic human relational capabilities while possessi...

Jun 22 2026 42329717
Development of Data-Driven Models for Just-in-Time Digital Self-Management Advice to Improve Physical Functioning in Hip and Knee Osteoarthritis: Protocol for the e-cOAch Cross-Over Study.

BACKGROUND: Clinical guidelines recommend a stepped-care strategy for patients with hip and knee osteoarthritis that begins with nonoperative approach...

Jun 22 2026 42330486
A systematic review of machine learning approaches for phonocardiogram classification.

Recent advances in machine learning (ML) have accelerated automated analysis of phonocardiogram (PCG) signals, yet prior surveys often narrow their sc...

Jun 22 2026 42331017
Characterising 'Watch and Wait' prescribing patterns in paediatric otitis media using large language models and pharmacy dispense data.

OBJECTIVES: Acute otitis media (AOM) is a leading cause of antibiotic prescribing in children although many cases resolve without treatment. 'Watch an...

Jun 22 2026 42331507
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