Pediatrics

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

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Cross-domain evaluation and fine-tuned adaptation of iCatcher+ for Korean infant gaze data.

This study evaluates the cross-domain generalisability of three iCatcher+ gaze classification models...

May 2026 42160791
Deep learning-based neonatal outcome prediction: an LSTM autoencoder framework for pattern analysis and risk assessment.

The phenomenon of neonatal mortality is a significant issue in health care, which necessitates the u...

May 2026 42162035
Pulmonary nodule growth prediction with anisotropic reaction-diffusion.

BACKGROUND AND OBJECTIVE: Accurate prediction of pulmonary nodule growth is critical for early malig...

(1)
May 2026 42167009
Reimagining Continuous Professional Development for Physicians in the Age of Artificial Intelligence.

Artificial intelligence (AI) is transforming medicine by changing how clinicians learn, reason, comm...

May 2026 42153962
[Artificial intelligence in daily urological care: results of the AI barometer].

BACKGROUND: Urological care in Germany is undergoing transformation, while novel technologies with a...

(1)
May 2026 42154022
Application of an AI-Based Pediatric Early Warning Score in the Pediatric Emergency Department: Cross-Sectional Study.

BACKGROUND: Pediatric emergency departments see a high volume of patients. Given that children often...

(2)
May 2026 42155091
Urinary copper is linked to regional cortical volume reductions in adolescents with major depressive disorder.

Major depressive disorder (MDD) is highly prevalent among adolescents, but its neurobiological mecha...

May 2026 42156723
Bridging pediatric to adult care in cystinosis: a scoping review of healthcare transition of care protocols and a roadmap for future practice.

Cystinosis is a rare lysosomal storage disorder that affects approximately 1 in 100,000 to 200,000 l...

(1)
May 2026 42157047
Physics-informed DynUNet for brain metastasis segmentation.

BACKGROUND: In neuro-oncology, detecting, segmenting, and delineating the boundaries of small-volume...

(1)
May 2026 42172695
Assessing AI-generated smoking cessation advice for patient education in primary care.

BACKGROUND: Artificial intelligence (AI) has emerged as a promising tool to support smoking cessatio...

(2)
May 2026 42151822
IBNN: an integrated BERT-neural network framework for sentiment and emotion based text analysis.

Social networks are experiencing an unprecedented surge in demand for text mining applications. Text...

May 2026 42151234
Supervised machine learning models for predicting sepsis-associated acute kidney injury in children: a real-world evaluation.

BACKGROUND: Sepsis-associated acute kidney injury (S-AKI) substantially increases mortality. The rec...

May 2026 42151593
Development and validation of an explainable machine learning model for predicting surgical intervention in pediatric intestinal obstruction.

Pediatric intestinal obstruction, a critical acute abdomen condition, carries a risk of intestinal n...

May 2026 42151627
Growth Hormone Treatment Response and Machine Learning-Based Prediction in Idiopathic GHD and ISS: Analysis of the Korean LG Growth Study.

OBJECTIVE: Individual responses to recombinant human growth hormone (rhGH) therapy vary widely among...

(1)
May 2026 42144818
One year quality of life outcomes in critically ill children: a multicenter prospective cohort study.

BACKGROUND: Survivors of pediatric intensive care often experience prolonged morbidity, but recovery...

(2)
May 2026 42143354
The development of FEDUPP: feeding experimentation device users processing package to assess learning and cognitive flexibility.

Cognitive flexibility, the ability to adapt behavior in response to changing contingencies, is a key...

May 2026 42140909
Complication Risk Classification in Children and Adolescents With Type 1 Diabetes: Interpretable Machine Learning Study Based on Saudi Clinical Guidelines.

BACKGROUND: Complication risks in children and adolescents with type 1 diabetes (T1D) can lead to se...

May 2026 42139456
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