Pediatrics

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

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MPSE identifies newborns for whole genome sequencing within 48 h of NICU admission.

Identifying critically ill newborns who will benefit from whole genome sequencing (WGS) is difficult...

Jun 2025 40506467
DBSCAN and DBCV application to open medical records heterogeneous data for identifying clinically significant clusters of patients with neuroblastoma.

Neuroblastoma is a common pediatric cancer that affects thousands of infants worldwide, especially c...

Jun 2025 40506780
28-day all-cause mortality in patients with alcoholic cirrhosis: a machine learning prediction model based on the MIMIC-IV.

To develop and validate a machine learning prediction model for 28-day all-cause mortality in patien...

Jun 2025 40498328
Challenges and Opportunities for Global Cervical Cancer Elimination: How Can We Build a Model for Other Cancers?

Cervical cancer remains a leading cause of cancer-related death among women globally, despite the av...

Jun 2025 40499075
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...

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,...

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...

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...

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...

May 2025 40451040
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
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