AIMC Topic: Child, Preschool

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Participation and Enjoyment in Play with a Robot between Children with Cerebral Palsy who use AAC and their Peers.

Augmentative and alternative communication (Baltimore, Md. : 1985) Apr 29, 2015
This study explores children with complex communication needs, their peers and adult support persons in play with the talking and moving robot LekBot. Two triads were filmed playing with LekBot at pre-school. LekBot was developed to facilitate indepe...
Humans Female Adult Cerebral Palsy Communication Devices for People with Disabilities Play and Playthings Social Participation Peer Group Male Middle Aged Child, Preschool Child Robotics
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Mortality risk prediction in burn injury: Comparison of logistic regression with machine learning approaches.

Burns : journal of the International Society for Burn Injuries Apr 27, 2015
INTRODUCTION: Predicting mortality from burn injury has traditionally employed logistic regression models. Alternative machine learning methods have been introduced in some areas of clinical prediction as the necessary software and computational faci...
Wales Smoke Inhalation Injury Models, Statistical Bayes Theorem Registries Burns Body Surface Area Risk Assessment Infant England Adolescent Child, Preschool Child ROC Curve Logistic Models Support Vector Machine Age Factors Decision Support Techniques Female Young Adult Adult Male Humans Neural Networks, Computer Machine Learning Software
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Multiscale Modeling of Gene-Behavior Associations in an Artificial Neural Network Model of Cognitive Development.

Cognitive science Apr 3, 2015
In the multidisciplinary field of developmental cognitive neuroscience, statistical associations between levels of description play an increasingly important role. One example of such associations is the observation of correlations between relatively...
Language Development Child Cognition Models, Genetic Models, Psychological Child Development Humans Neural Networks, Computer Infant Child, Preschool
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Robot-assisted gait training might be beneficial for more severely affected children with cerebral palsy.

Developmental neurorehabilitation Apr 2, 2015
PURPOSE: Robot-assisted gait training (RAGT) can complement conventional therapies in children with cerebral palsy. We investigated changes in walking-related outcomes between children with different Gross Motor Function Classification System (GMFCS)...
Humans Retrospective Studies Female Young Adult Treatment Outcome Robotics Walking Gait Exercise Therapy Cerebral Palsy Male Severity of Illness Index Adolescent Child, Preschool Child
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Relative Attribute SVM+ Learning for Age Estimation.

IEEE transactions on cybernetics Apr 2, 2015
When estimating age, human experts can provide privileged information that encodes the facial attributes of aging, such as smoothness, face shape, face acne, wrinkles, and bags under-eyes. In automatic age estimation, privileged information is unavai...
Humans Child, Preschool Child Adult Support Vector Machine Anthropology, Physical Aging Machine Learning Anthropometry Middle Aged Algorithms Face Infant Infant, Newborn Adolescent Aged Young Adult
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Machine learning approaches to analysing textual injury surveillance data: a systematic review.

Accident; analysis and prevention Mar 19, 2015
OBJECTIVE: To synthesise recent research on the use of machine learning approaches to mining textual injury surveillance data.
Wounds and Injuries Adult Male Middle Aged Female Infant Infant, Newborn Adolescent Aged Aged, 80 and over Population Surveillance Young Adult Child, Preschool Data Mining Humans Child Statistics as Topic Models, Theoretical Machine Learning
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Predictive modeling in pediatric traumatic brain injury using machine learning.

BMC medical research methodology Mar 17, 2015
BACKGROUND: Pediatric traumatic brain injury (TBI) constitutes a significant burden and diagnostic challenge in the emergency department (ED). While large North American research networks have derived clinical prediction rules for the head injured ch...
Child, Preschool Child ROC Curve Logistic Models Models, Theoretical Brain Injuries Population Surveillance Accidents, Traffic Skull Fractures Multivariate Analysis Retrospective Studies Injury Severity Score Tomography, X-Ray Computed Vomiting Female Unconsciousness Male Humans Case-Control Studies Machine Learning Algorithms Databases, Factual
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Abstract computation in schizophrenia detection through artificial neural network based systems.

TheScientificWorldJournal Mar 5, 2015
Schizophrenia stands for a long-lasting state of mental uncertainty that may bring to an end the relation among behavior, thought, and emotion; that is, it may lead to unreliable perception, not suitable actions and feelings, and a sense of mental fr...
Adolescent Child, Preschool Young Adult Child Humans Adult Genetic Predisposition to Disease Male Neural Networks, Computer Schizophrenia Middle Aged Female Infant Infant, Newborn Aged
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Searching for a minimal set of behaviors for autism detection through feature selection-based machine learning.

Translational psychiatry Feb 24, 2015
Although the prevalence of autism spectrum disorder (ASD) has risen sharply in the last few years reaching 1 in 68, the average age of diagnosis in the United States remains close to 4--well past the developmental window when early intervention has t...
Infant Diagnosis, Computer-Assisted Psychometrics Humans Risk Factors Adolescent Machine Learning Child Young Adult Child, Preschool Algorithms Autistic Disorder Adult Female Child Behavior Male Reproducibility of Results Middle Aged
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Considering the effects of gender in child-robot interaction studies: comment on Srinivasan, et Al. (2013).

Perceptual and motor skills Feb 10, 2015
Using a pretest-posttest design, Srinivasan, et al. (2013 ) found that a period of interaction between children and an Isobot humanoid robot improved performance on standardized measures of imitation, planning, and execution of motor behaviors. The a...
Child Behavior Male Child, Preschool Child Robotics Sex Factors Humans Motor Activity Female
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