Pediatrics

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

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Showing 421-440 of 7,317 articles

The role and application of task-state fNIRS in identifying biomarkers in children and adolescents with ADHD: a systematic review.

Attention Deficit Hyperactivity Disorder (ADHD), a prevalent neurodevelopmental condition, urgently requires objective biomarkers to improve diagnostic precision and treatment monitoring. This systematic review evaluates the utility of task-state functional near-infrared spectroscopy (fNIRS) in identifying neurobiological biomarkers for ADHD in children and adolescents. Following PRISMA 2020 guide...

Jul 7 2026 42412228

Two systems, two timelines: Computational evidence for dissociable development in inhibitory control across childhood and adolescence.

This study examined inhibitory control development across two samples of Chinese children: a cross-sectional (n = 1,122; 45.5% female; 91.9% Han; Mage=12.42 years, range: 6.0-18.7 years) with 6-month longitudinal follow-up and independent validation sample (n = 1,026; 45.1% female; 90.8% Han; Mage=12.44 years, range: 6.1-18.8 years). Generalized additive models applied to Stroop and Go/No-Go tasks...

Jul 7 2026 42412592
Exploring the Experiences of Moderators From an Asynchronous Online Dementia Support Forum: Qualitative Interview Study.

BACKGROUND: Asynchronous online forums provide flexible, accessible peer support for many people living with dementia and carers. Moderators are centr...

Jul 7 2026 42412909
Feasibility of Tailoring Artificial Intelligence-Assisted Ambient Scribes for Intensive Care Unit Rounds: Algorithm Development and Validation.

BACKGROUND: The increasing documentation burden on physicians is a significant contributor to burnout and decreases in care quality. Artificial intell...

Jul 7 2026 42412948
AI Meets Attitudes: Cross-Sectional Quantitative Study of COVID-19 Vaccine Hesitancy in Alaska's Diverse Communities.

BACKGROUND: The global COVID-19 vaccine rollout faces challenges from persistent hesitancy, especially in rural and underserved regions. Alaska's uniq...

Jul 7 2026 42413028
Dual-Mode Nucleation and Dynamic Alloying of Silicon on Ag(111).

Silicon growth on Ag(111) is a prototypical system for exploring silicene-like monolayers and complex Si-metal interfaces, yet its atomistic nucleatio...

Jul 7 2026 42413041
Machine learning and mobile sensing for naturalistic infant behavior (0-36 months): A comprehensive review and research agenda.

The recent rapid development of mobile and wearable sensing technologies and computational modeling has allowed for high-density and continuous measur...

Jul 7 2026 42413280
AI-Based Longitudinal Scoliosis Monitoring on EOS Whole-Spine Radiographs in a Pediatric to Young Adult Cohort.

RATIONALE AND OBJECTIVES: Manual Cobb angle measurement can exhibit high interrater variability, potentially affecting scoliosis management decisions....

Jul 7 2026 42414133
Pediatric fracture classification in plain radiographs using EfficientNetV2 with proximal policy optimization fine-tuning.

Pediatric fracture detection in plain radiographs presents distinct clinical challenges due to the presence of growth plates, incomplete ossification,...

Jul 7 2026 42414392
A multimodal machine learning framework outperforms traditional performance metrics for predicting elite national ranking attainment in adolescent sprinters.

Traditional talent identification in sprinting relies heavily on chronological performance metrics, which are often confounded by biological maturatio...

Jul 7 2026 42414446
PANDA pediatric arousal neural detection architecture.

We developed and validated PANDA, a deep-learning model for pediatric arousal detection in polysomnography. PANDA uses a U-Net-style encoder-decoder a...

Jul 7 2026 42414584
Cross-Center Online Generalization Algorithm with Unadversarial Consistency for Fetal Heart Ultrasound View Recognition.

Fetal congenital heart disease (FCHD) remains a leading cause of infant mortality globally, yet the clinical deployment of deep learning models for au...

Jul 7 2026 42414724
Experience, awareness, attitudes and ecological worldviews related to sustainable development among physiotherapy students in Sweden: a cross-sectional survey.

BACKGROUND: To achieve a transition toward sustainable development, education is an essential driver of change. Factors like learners' attitudes, cult...

Jul 7 2026 42414974
Early detection of severe fetal growth restriction using multimodal deep learning based on ultrasound and prenatal biomarkers.

OBJECTIVE: To develop and evaluate a multimodal deep learning model that integrates first- and second-trimester ultrasound images with first-trimester...

Jul 6 2026 42403100
Head and Neck Free Flap Reconstruction: Current Landscape and Emerging Technologies.

OBJECTIVE: To synthesize contemporary developments in head and neck oncologic free flap reconstruction, with emphasis on perioperative physiologic opt...

Jul 6 2026 42405853
Widely available, general-purpose generative AI applications for radiology education: determining the teaching quality of synthetic pediatric neuroradiology images.

BACKGROUND: Artificial intelligence (AI) is increasingly incorporated into medical education. Widely available, general-purpose generative AI applicat...

Jul 6 2026 42405980
Enhanced detection of subtle cortical abnormalities in focal epilepsy using 7 T MRI surface-based models and graph neural networks.

PURPOSE: MRI detection of subtle focal cortical dysplasia (FCD)-like abnormalities remains challenging in focal epilepsy. Higher signal-to-noise ratio...

Jul 6 2026 42406029
Explainable detection of goldenhar syndrome using an OD-Mamba backbone for rare craniofacial disorder diagnosis.

Goldenhar Syndrome (GS) is a rare congenital craniofacial disorder characterized by asymmetrical facial deformities. It is often underdiagnosed due to...

Jul 6 2026 42409836
Implementation of an ai-enabled multimodal emergency care system is associated with improved sudden cardiac death rescue outcomes in anyang.

Sudden Cardiac Death (SCD) remains a leading cause of mortality worldwide, with outcomes critically dependent on the effective implementation of the "...

Jul 6 2026 42410010
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