Pediatrics

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

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Machine learning algorithms for prediction of measles one vaccination dropout among 12-23 months children in Ethiopia.

INTRODUCTION: Despite the availability of a safe and effective measles vaccine in Ethiopia, the coun...

Nov 2024 39542486
Analysis of the impact of deep learning know-how and data in modelling neonatal EEG.

The performance gains achieved by deep learning models nowadays are mainly attributed to the usage o...

Nov 2024 39543245
Machine learning-based models for prediction of survival in medulloblastoma: a systematic review and meta-analysis.

BACKGROUND: Medulloblastoma (MB) is the pediatric population's most frequent malignant intracranial ...

Nov 2024 39528858
MultiADE: A Multi-domain benchmark for Adverse Drug Event extraction.

OBJECTIVE: Active adverse event surveillance monitors Adverse Drug Events (ADE) from different data ...

Nov 2024 39536999
A comparative study to elucidate factors explaining willingness to use home-care robots in Japan, Ireland, and Finland.

The implementation of home-care robots is sometimes unsuccessful. This study aimed to explore factor...

Nov 2024 39533068
Subjective well-being of children with special educational needs: Longitudinal predictors using machine learning.

Children with special educational needs (SEN) are a diverse group facing numerous challenges related...

Nov 2024 39529312
Image-based deep learning in diagnosing mycoplasma pneumonia on pediatric chest X-rays.

BACKGROUND: Correctly diagnosing and accurately distinguishing mycoplasma pneumonia in children has ...

Nov 2024 39529076
Improving methylmalonic acidemia (MMA) screening and MMA genotype prediction using random forest classifier in two Chinese populations.

BACKGROUND: Methylmalonic acidemia (MMA) is one of the most common hereditary organic acid metabolis...

Nov 2024 39523381
Machine learning-based rational design for efficient discovery of allatostatin analogs as promising lead candidates for novel IGRs.

BACKGROUND: Insect neuropeptide allatostatins (ASTs) play a vital role in regulating insect growth, ...

Nov 2024 39513221
A multi-layer neural network approach for the stability analysis of the Hepatitis B model.

In the present study, we explore the dynamics of Hepatitis B virus infection, a significant global h...

Nov 2024 39522485
Synergistic biophysics and machine learning modeling to rapidly predict cardiac growth probability.

Computational models that can predict growth and remodeling of the heart could have important clinic...

Nov 2024 39515269
Exploring the spatial effects influencing the EGFR/ERK pathway dynamics with machine learning surrogate models.

The fate of cells is regulated by biochemical reactions taking place inside of them, known as intrac...

Nov 2024 39521268
How Artificial Intelligence is altering the nursing workforce.

This paper focuses on the implications of Artificial Intelligence (AI) for the nursing workforce, ex...

Nov 2024 39510001
Deep learning approaches for automated classification of neonatal lung ultrasound with assessment of human-to-AI interrater agreement.

Neonatal respiratory disorders pose significant challenges in clinical settings, often requiring rap...

Nov 2024 39504781
Machine learning for forecasting initial seizure onset in neonatal hypoxic-ischemic encephalopathy.

OBJECTIVE: This study was undertaken to develop a machine learning (ML) model to forecast initial se...

Nov 2024 39495029
Artificial intelligence and deep learning algorithms for epigenetic sequence analysis: A review for epigeneticists and AI experts.

Epigenetics encompasses mechanisms that can alter the expression of genes without changing the under...

Nov 2024 39500240
Detection of Right and Left Ventricular Dysfunction in Pediatric Patients Using Artificial Intelligence-Enabled ECGs.

BACKGROUND: Early detection of left and right ventricular systolic dysfunction (LVSD and RVSD respec...

Nov 2024 39494568
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