AIMC Topic: Child, Preschool

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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.
Child, Preschool Ear Canal Child Middle Ear Ventilation Otoscopy Female Tympanic Membrane Otoscopes Male Infant Deep Learning Humans Algorithms Prospective Studies
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Artificial intelligence for weight estimation in paediatric emergency care.

BMJ paediatrics open Mar 12, 2025
OBJECTIVE: To develop and validate a paediatric weight estimation model adapted to the characteristics of the Spanish population as an alternative to currently extended methods.
Humans Artificial Intelligence Machine Learning Infant Adolescent Child, Preschool Female Male Anthropometry Child Spain Body Mass Index Emergency Medical Services Body Weight
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Social robots as conversational catalysts: Enhancing long-term human-human interaction at home.

Science robotics Mar 12, 2025
The integration of social robots into family environments raises critical questions about their long-term influence on family interactions. This study explores the potential of social robots as conversational catalysts in human-human dyadic interacti...
Adult Communication Male Child, Preschool Robotics Social Interaction Parent-Child Relations Humans Child Parents Female
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Hand X-rays findings and a disease screening for Turner syndrome through deep learning model.

BMC pediatrics Mar 8, 2025
BACKGROUND: Turner syndrome (TS) is one of the important causes of short stature in girls, but there are cases of misdiagnosis and missed diagnosis in clinical practice. Our aim is to analyze the hand skeletal characteristics of TS patients and estab...
Child ROC Curve Radiography Hand Turner Syndrome Case-Control Studies Deep Learning Adolescent Child, Preschool Humans Retrospective Studies Female Sensitivity and Specificity
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An interpretable machine learning-assisted diagnostic model for Kawasaki disease in children.

Scientific reports Mar 7, 2025
Kawasaki disease (KD) is a syndrome of acute systemic vasculitis commonly observed in children. Due to its unclear pathogenesis and the lack of specific diagnostic markers, it is prone to being confused with other diseases that exhibit similar sympto...
ROC Curve Mucocutaneous Lymph Node Syndrome Area Under Curve Male Infant Child, Preschool Child Machine Learning Algorithms Female Humans
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Comparison of Machine Learning Algorithms Identifying Children at Increased Risk of Out-of-Home Placement: Development and Practical Considerations.

Health services research Mar 6, 2025
OBJECTIVE: To develop a machine learning (ML) algorithm capable of identifying children at risk of out-of-home placement among a Medicaid-insured population.
Female Male Risk Assessment Infant Adolescent Humans Machine Learning Algorithms Retrospective Studies United States Foster Home Care Medicaid Ohio Accountable Care Organizations Child, Preschool Child ROC Curve Logistic Models
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Development and Validation of an Electronic Health Record-Based, Pediatric Acute Respiratory Distress Syndrome Subphenotype Classifier Model.

Pediatric critical care medicine : a journal of the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies Mar 6, 2025
OBJECTIVE: To determine if hyperinflammatory and hypoinflammatory pediatric acute respiratory distress syndrome (PARDS) subphenotypes defined using serum biomarkers can be determined solely from electronic health record (EHR) data using machine learn...
Female Phenotype Male Humans Intensive Care Units, Pediatric Biomarkers Infant Child, Preschool Machine Learning ROC Curve Retrospective Studies Adolescent Child Electronic Health Records Respiratory Distress Syndrome
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GDF15, EGF, and Neopterin in Assessing Progression of Pediatric Chronic Kidney Disease Using Artificial Intelligence Tools-A Pilot Study.

International journal of molecular sciences Mar 6, 2025
Cell-mediated immunity and chronic inflammation are hallmarks of chronic kidney disease (CKD). Growth differentiation factor 15 (GDF15) is a marker of inflammation and an integrative signal in stress conditions. Epidermal growth factor (EGF) is a tub...
Neopterin Child Renal Insufficiency, Chronic Growth Differentiation Factor 15 Epidermal Growth Factor Neural Networks, Computer Disease Progression Artificial Intelligence Pilot Projects Biomarkers Humans Adolescent Female Child, Preschool Male
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Prediction of malnutrition in kids by integrating ResNet-50-based deep learning technique using facial images.

Scientific reports Mar 6, 2025
In recent times, severe acute malnutrition (SAM) in India is considered a serious issue as per UNICEF 2022 records. In that record, 35.5% of children under age 5 are stunted, 19.3% are wasted, and 32% are underweight. Malnutrition, defined as these t...
Humans Child, Preschool Child India Image Processing, Computer-Assisted Body Mass Index Female Male Infant Deep Learning Malnutrition Face
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Exploring the achievements and forecasting of SDG 3 using machine learning algorithms: Bangladesh perspective.

PloS one Mar 4, 2025
BACKGROUND: Sustainable Development Goal 3 (SDG 3), focusing on ensuring healthy lives and well-being for all, holds global significance and is particularly vital for Bangladesh. Neonatal Mortality Rate (NMR), Under-5 Mortality Rate (U5MR), Maternal ...
Child, Preschool Humans Forecasting Child Mortality Neural Networks, Computer Bangladesh Female Machine Learning Infant Mortality Maternal Mortality Infant, Newborn Algorithms Sustainable Development Infant
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