AIMC Topic: Child, Preschool

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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...
Female Adult Communication Male Child, Preschool Parent-Child Relations Humans Child Parents Robotics Social Interaction
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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...
Sensitivity and Specificity Case-Control Studies Deep Learning Adolescent Child, Preschool Child ROC Curve Radiography Hand Humans Retrospective Studies Female Turner Syndrome
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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 Female Humans Male Machine Learning Infant Algorithms Child, Preschool Child
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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...
Child Intensive Care Units, Pediatric ROC Curve Respiratory Distress Syndrome Phenotype Biomarkers Retrospective Studies Electronic Health Records Female Male Infant Adolescent Child, Preschool Humans Machine Learning
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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...
Pilot Projects Adolescent Child, Preschool Child Biomarkers Humans Growth Differentiation Factor 15 Renal Insufficiency, Chronic Female Neural Networks, Computer Epidermal Growth Factor Male Artificial Intelligence Neopterin Disease Progression
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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...
Malnutrition Face Child India Humans Image Processing, Computer-Assisted Female Body Mass Index Male Infant Deep Learning Child, Preschool
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Construction and validation of a predictive model for meningoencephalitis in pediatric scrub typhus based on machine learning algorithms.

Emerging microbes & infections Mar 5, 2025
To retrospectively analyze the clinical characteristics of pediatric scrub typhus (ST) with meningoencephalitis (STME) and to construct and validate predictive models using machine learning.Clinical data were collected from 100 cases of pediatric STM...
Retrospective Studies Adolescent Humans Child, Preschool Female Child Machine Learning Risk Factors Azithromycin Bayes Theorem Algorithms Male Orientia tsutsugamushi Anti-Bacterial Agents Infant Scrub Typhus Meningoencephalitis Doxycycline
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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 Bangladesh Forecasting Child Mortality Humans Maternal Mortality Infant Mortality Female Neural Networks, Computer Sustainable Development Infant, Newborn Machine Learning Infant Algorithms
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Development and validation of a deep learning algorithm for prediction of pediatric recurrent intussusception in ultrasound images and radiographs.

BMC medical imaging Mar 3, 2025
PURPOSES: To develop a predictive model for recurrent intussusception based on abdominal ultrasound (US) images and abdominal radiographs.
Humans Algorithms Retrospective Studies Female Male Ultrasonography ROC Curve Recurrence Intussusception Radiography, Abdominal Infant Deep Learning Child, Preschool Child
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