Pediatrics

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

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Machine learning insights into calcium phosphate nucleation and aggregation.

In this study, we utilized machine learning interatomic potentials (MLIPs) to investigate the nuclea...

(1)
Feb 2025 39978708
AI-facilitated home monitoring for cystic fibrosis exacerbations across pediatric and adult populations.

BACKGROUND: AI-aided home stethoscopes offer the opportunity of continuous remote monitoring of cyst...

(1)
Feb 2025 39971691
Predicting mother and newborn skin-to-skin contact using a machine learning approach.

BACKGROUND: Despite the known benefits of skin-to-skin contact (SSC), limited data exists on its imp...

Feb 2025 39966775
Three-dimensional analysis of mandibular and condylar growth using artificial intelligence tools: a comparison of twin-block and Frankel II Appliances.

BACKGROUND: Analyzing the morphological growth changes upon mandibular advancement between Twin Bloc...

(1)
Feb 2025 39966790
Artificial intelligence for the diagnosis of pediatric appendicitis: A systematic review.

BACKGROUND: While acute appendicitis is the most frequent surgical emergency in children, its diagno...

Feb 2025 40048888
An explainable and accurate transformer-based deep learning model for wheeze classification utilizing real-world pediatric data.

Auscultation is a method that involves listening to sounds from the patient's body, mainly using a s...

(1)
Feb 2025 39955399
AI and early diagnostics: mapping fetal facial expressions through development, evolution, and 4D ultrasound.

The development of facial musculature and expressions in the human fetus represents a critical inter...

Feb 2025 39946338
Differentiating adolescent suicidal and nonsuicidal self-harm with artificial intelligence: Beyond suicidal intent and capability for suicide.

Clinical differentiation between adolescent suicidal self-harm (SSH) and nonsuicidal self-harm (NSSH...

Feb 2025 39955075
Automated pediatric TMJ articular disk identification and displacement classification in MRI with machine learning.

OBJECTIVE: To evaluate the performance of an automated two-step model interpreting pediatric temporo...

Feb 2025 39952550
[Digital innovations in vaccination communication].

Despite the significant success of vaccinations, increasing vaccine hesitancy poses a threat to publ...

Feb 2025 39945782
Tailoring ventilation and respiratory management in pediatric critical care: optimizing care with precision medicine.

PURPOSE OF REVIEW: Critically ill children admitted to the intensive care unit frequently need respi...

Feb 2025 40327352
Identifying Adolescent Depression and Anxiety Through Real-World Data and Social Determinants of Health: Machine Learning Model Development and Validation.

BACKGROUND: The prevalence of adolescent mental health conditions such as depression and anxiety has...

(2)
Feb 2025 39937988
Prediction of adverse pregnancy outcomes using machine learning techniques: evidence from analysis of electronic medical records data in Rwanda.

BACKGROUND: Despite substantial progress in maternal and neonatal health, Rwanda's mortality rates r...

Feb 2025 39939998
A novel framework to predict ADHD symptoms using irritability in adolescents and young adults with and without ADHD.

BACKGROUND: Attention Deficit Hyperactivity Disorder (ADHD) is a common neurodevelopmental disorder ...

(1)
Feb 2025 40013023
One size fits all: Enhanced zero-shot text classification for patient listening on social media.

Patient-focused drug development (PFDD) represents a transformative approach that is reshaping the p...

Feb 2025 40007771
Machine learning-enhanced surface-enhanced spectroscopic detection of polycyclic aromatic hydrocarbons in the human placenta.

The detection and identification of polycyclic aromatic hydrocarbons (PAHs) and their derivatives, p...

(1)
Feb 2025 39928861
SleepECG-Net: Explainable Deep Learning Approach With ECG for Pediatric Sleep Apnea Diagnosis.

Obstructive sleep apnea (OSA) in children is a prevalent and serious respiratory condition linked to...

Feb 2025 39527413
Geometric deep learning with adaptive full-band spatial diffusion for accurate, efficient, and robust cortical parcellation.

Cortical parcellation delineates the cerebral cortex into distinct regions according to their distin...

Feb 2025 39954339
Assessing ChatGPT Responses to Frequently Asked Questions Regarding Pediatric Supracondylar Humerus Fractures.

BACKGROUND: The internet and standard search engines are commonly used resources for patients seekin...

Feb 2025 39917871
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