Pediatrics

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

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Arthroscopy-validated diagnostic performance of sub-5-min deep learning super-resolution 3T knee MRI in children and adolescents.

OBJECTIVE: This study aims to determine the diagnostic performance of sub-5-min combined sixfold par...

(1)
Jun 2025 40493057
Use of Artificial Intelligence in Adolescents' Mental Health Care: Systematic Scoping Review of Current Applications and Future Directions.

BACKGROUND: Given the increasing prevalence of mental health problems among adolescents, early inter...

Jun 2025 40479647
Is it a pediatric orthopaedic urgency or not? Can ChatGPT answer this question?

BACKGROUND: Artificial intelligence (AI), particularly large language models (LLMs) such as ChatGPT,...

(1)
Jun 2025 40462187
Context-Aware Biosensor Design Through Biology-Guided Machine Learning and Dynamical Modeling.

Addressing the challenge of achieving a global circular bioeconomy requires efficient and robust bio...

Jun 2025 40460061
Machine learning for classification of pediatric bipolar disorder with and without psychotic symptoms based on thalamic subregional structural volume.

BACKGROUND: The thalamus plays a crucial role in sensory processing, emotional regulation, and cogni...

(2)
Jun 2025 40462037
Trust, Trustworthiness, and the Future of Medical AI: Outcomes of an Interdisciplinary Expert Workshop.

Trustworthiness has become a key concept for the ethical development and application of artificial i...

Jun 2025 40455564
Integrative machine learning identifies robust inflammation-related diagnostic biomarkers and stratifies immune-heterogeneous subtypes in Kawasaki disease.

BACKGROUND: Kawasaki disease (KD), a pediatric systemic vasculitis, lacks reliable diagnostic biomar...

Jun 2025 40457357
AE-BoNet: A Deep Learning Method for Pediatric Bone Age Estimation using an Unsupervised Pre-Trained Model.

BACKGROUND: Accurate bone age assessment is essential for determining the actual degree of developme...

(3)
Jun 2025 40510303
Imitation of complex whole-body sequence in profoundly hearing-impaired adolescents.

Many studies have identified specific visual advantages in deaf individuals. However, few studies ha...

(1)
May 2025 40451040
Comparison of salivary statherin and beta-defensin-2 levels, oral health behaviors, and demographic factors in children with and without early childhood caries.

BACKGROUND: Early childhood caries (ECC) is a widespread pediatric dental condition that is influenc...

(3)
May 2025 40450305
Resting state EEG classifies developmental status in three-year-old children.

Monitoring cognitive development in early childhood enables detection of problems for timely interve...

May 2025 40479750
Explainable Artificial Intelligence in Radiological Cardiovascular Imaging-A Systematic Review.

Artificial intelligence (AI) and deep learning are increasingly applied in cardiovascular imaging. ...

May 2025 40506971
Machine Learning-Based Identification of Phonological Biomarkers for Speech Sound Disorders in Saudi Arabic-Speaking Children.

This study investigates the application of machine learning (ML) techniques in diagnosing speech so...

May 2025 40506973
Development Of the VAMPCT Score for Predicting Mortality in CKD Patients with COVID-19.

Chronic kidney disease (CKD) patients with coronavirus disease 2019 (COVID-19) are at significant r...

May 2025 40520884
Evaluating sentiment analysis models: A comparative analysis of vaccination tweets during the COVID-19 phase leveraging DistilBERT for enhanced insights.

This study investigates public sentiment toward COVID-19 vaccinations by analyzing Twitter data usin...

May 2025 40529516
It Takes More Than Enthusiasm: The Missing Infrastructure to Unlock AI's Potential in Medical Education.

Generative artificial intelligence (AI), including large language models (LLMs), is rapidly transfor...

May 2025 40456123
AI-Enhanced Rural Medical Education: Bridging Gaps and Building Trust.

Persistent geographic and specialty-based disparities in health care workforce distribution have cre...

May 2025 40456168
Classification of epilepsy seizure types in pediatrics based on Turkish EEG reports.

This study focuses on the binary classification of pediatric epilepsy seizure types as focal or gene...

May 2025 40460593
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