AIMC Topic: Child, Preschool

Clear Filters Showing 81 to 90 of 1236 articles

External Validation of a Machine Learning Model to Diagnose Kawasaki Disease.

The Journal of pediatrics Mar 21, 2025
We investigated the generalizability of a machine learning model trained to predict Kawasaki disease using laboratory and clinical data. The algorithm performed with >89% accuracy at 3 children's hospitals across the United States, demonstrating its ...
Humans Machine Learning Child, Preschool Child United States Mucocutaneous Lymph Node Syndrome Algorithms Female Male Infant
View on PubMed DOI

Capsule DenseNet++: Enhanced autism detection framework with deep learning and reinforcement learning-based lifestyle recommendation.

Computers in biology and medicine Mar 21, 2025
Autism Spectrum Disorder (ASD) is a complex neurological condition that impairs the ability to interact, communicate, and behave. It is becoming increasingly prevalent worldwide, with an increase in the number of young children diagnosed with ASD in ...
Life Style Reinforcement, Psychology Algorithms Humans Male Autism Spectrum Disorder Deep Learning Child, Preschool Female Convolutional Neural Networks Saudi Arabia Child Autistic Disorder
View on PubMed DOI

Exploring the role of breastfeeding, antibiotics, and indoor environments in preschool children atopic dermatitis through machine learning and hygiene hypothesis.

Scientific reports Mar 21, 2025
The increasing global incidence of atopic dermatitis (AD) in children, especially in Western industrialized nations, has attracted considerable attention. The hygiene hypothesis, which posits that early pathogen exposure is crucial for immune system ...
Humans Machine Learning Breast Feeding Dermatitis, Atopic Hygiene Hypothesis Male Anti-Bacterial Agents Prevalence Female Case-Control Studies Risk Factors Child, Preschool
View on PubMed DOI

Development of machine learning-based differential diagnosis model and risk prediction model of organ damage for severe Mycoplasma pneumoniae pneumonia in children.

Scientific reports Mar 19, 2025
Severe Mycoplasma pneumoniae pneumonia (SMPP) poses significant diagnostic challenges due to its clinical features overlapping with those of other common respiratory diseases. This study aims to develop and validate machine learning (ML) models for t...
Male Risk Assessment Infant Child, Preschool Child ROC Curve Diagnosis, Differential Humans Machine Learning Pneumonia, Mycoplasma Algorithms Female Mycoplasma pneumoniae
View on PubMed DOI

Machine Learning in Predicting Child Malnutrition: A Meta-Analysis of Demographic and Health Surveys Data.

International journal of environmental research and public health Mar 18, 2025
BACKGROUND: Childhood malnutrition remains a significant global public health concern. The Demographic and Health Surveys (DHS) program provides specific data on child health across numerous countries. This meta-analysis aims to comprehensively asses...
Child, Preschool Health Surveys Child Nutrition Disorders Humans Machine Learning Infant
View on PubMed DOI

Use machine learning to predict treatment outcome of early childhood caries.

BMC oral health Mar 15, 2025
BACKGROUND: Early childhood caries (ECC) is a major oral health problem among preschool children that can significantly influence children's quality of life. Machine learning can accurately predict the treatment outcome but its use in ECC management ...
Female Male Child, Preschool Treatment Outcome Humans Machine Learning Bayes Theorem Dental Caries Oral Hygiene
View on PubMed DOI

Explainable artificial intelligence to quantify adenoid hypertrophy-related upper airway obstruction using 3D Shape Analysis.

Journal of dentistry Mar 14, 2025
OBJECTIVES: To develop and validate an explainable Artificial Intelligence (AI) model for classifying and quantifying upper airway obstruction related to adenoid hypertrophy using three-dimensional (3D) shape analysis of cone-beam computed tomography...
Airway Obstruction Adolescent Child, Preschool Child Cone-Beam Computed Tomography Imaging, Three-Dimensional Artificial Intelligence Hypertrophy Female Adenoids Male Deep Learning Humans
View on PubMed DOI

Semi-Automated Multi-Label Classification of Autistic Mannerisms by Machine Learning on Post Hoc Skeletal Tracking.

Autism research : official journal of the International Society for Autism Research Mar 14, 2025
Mannerisms describe repetitive or unconventional body movements like arm flapping. These movements are early markers of restricted and repetitive behaviors (RRBs) in autism spectrum disorder (ASD). However, assessing mannerisms reliably is challengin...
Humans Neural Networks, Computer Machine Learning Algorithms Stereotyped Behavior Autism Spectrum Disorder Female Male Child, Preschool Child Video Recording Movement
View on PubMed DOI

Social and economic predictors of under-five stunting in Mexico: a comprehensive approach through the XGB model.

Journal of global health Mar 14, 2025
BACKGROUND: The multifaceted issue of childhood stunting in low- and middle-income countries has a profound and enduring impact on children's well-being, cognitive development, and future earning potential. Childhood stunting arises from a complex in...
Socioeconomic Factors Mexico Growth Disorders Humans Child, Preschool Machine Learning Nutrition Surveys Female Risk Factors Male Infant
View on PubMed DOI

Deep learning algorithm classification of tympanostomy tube images from a heterogenous pediatric population.

International journal of pediatric otorhinolaryngology Mar 13, 2025
IMPORTANCE: The ability to augment routine post-operative tube check appointments with at-home digital otoscopes and deep learning AI could improve health care access as well as reduce financial and time burden on families.
Otoscopy Otoscopes Infant Deep Learning Child, Preschool Child Middle Ear Ventilation Tympanic Membrane Ear Canal Algorithms Prospective Studies Female Male Humans
View on PubMed DOI
Popular Topics
Recent Journals