AIMC Topic: Adolescent Behavior

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Exploring the promises and pitfalls of artificial intelligence interventions in predicting adolescent self-harm and suicide attempts.

General hospital psychiatry Feb 29, 2024
Suicide, Attempted Adolescent Adolescent Behavior Self-Injurious Behavior Humans Artificial Intelligence
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Virtual agents and risk-taking behavior in adolescence: the twofold nature of nudging.

Scientific reports Jul 11, 2023
Peer pressure can influence risk-taking behavior and it is particularly felt during adolescence. With artificial intelligence (AI) increasingly present in a range of everyday human contexts, including virtual environments, it is important to examine ...
Artificial Intelligence Adolescent Adolescent Behavior Emotions Humans Aircraft Risk-Taking
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Supporting Adolescent Engagement with Artificial Intelligence-Driven Digital Health Behavior Change Interventions.

Journal of medical Internet research May 24, 2023
Understanding and optimizing adolescent-specific engagement with behavior change interventions will open doors for providers to promote healthy changes in an age group that is simultaneously difficult to engage and especially important to affect. For...
Health Behavior Risk-Taking Humans Artificial Intelligence Software Adolescent Adolescent Behavior
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Influence of Voice Interactive Educational Robot Combined with Artificial Intelligence for the Development of Adolescents.

Computational intelligence and neuroscience Oct 6, 2022
In the context of multicultural information, to explore and analyze the use effect of voice interactive educational robot in the classroom of adolescent students, and the physical and mental impact of movie characters on adolescent students, and to l...
Surveys and Questionnaires Adolescent Adolescent Behavior Robotics Humans Artificial Intelligence Reproducibility of Results Smoking Motion Pictures
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Influence of Artificial Intelligence in Education on Adolescents' Social Adaptability: A Machine Learning Study.

International journal of environmental research and public health Jun 27, 2022
This study aimed to investigate the influence of artificial intelligence in education (AIEd) on adolescents' social adaptability, as well as to identify the relevant psychosocial factors that can predict adolescents' social adaptability. A total of 1...
Adolescent Behavior Interpersonal Relations Peer Group Artificial Intelligence Machine Learning Students Adolescent Humans
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Machine learning-based analysis of adolescent gambling factors.

Journal of behavioral addictions Oct 3, 2020
BACKGROUND AND AIMS: Problem gambling among adolescents has recently attracted attention because of easy access to gambling in online environments and its serious effects on adolescent lives. We proposed a machine learning-based analysis method for p...
Gambling Humans Machine Learning Female Male Severity of Illness Index Adolescent Health Surveys Support Vector Machine Adolescent Behavior
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Using machine learning to predict opioid misuse among U.S. adolescents.

Preventive medicine Nov 6, 2019
This study evaluated prediction performance of three different machine learning (ML) techniques in predicting opioid misuse among U.S. adolescents. Data were drawn from the 2015-2017 National Survey on Drug Use and Health (N = 41,579 adolescents, age...
Logistic Models United States Adolescent Behavior Area Under Curve Opioid-Related Disorders Risk Assessment Surveys and Questionnaires Adolescent Child Algorithms Female Male Humans Machine Learning
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Demographic, psychological, behavioral, and cognitive correlates of BMI in youth: Findings from the Adolescent Brain Cognitive Development (ABCD) study.

Psychological medicine Jul 10, 2019
BACKGROUND: Previous research has implicated demographic, psychological, behavioral, and cognitive variables in the onset and maintenance of pediatric overweight/obesity. No adequately-powered study has simultaneously modeled these variables to asses...
Humans Machine Learning Female Risk Factors Male Adolescent Body Weight Sex Factors Linear Models Multivariate Analysis Health Status Disparities Demography Overweight Body Mass Index Adolescent Behavior Obesity Child United States Cognition
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Identification of suicidal behavior among psychiatrically hospitalized adolescents using natural language processing and machine learning of electronic health records.

PloS one Feb 19, 2019
OBJECTIVE: The rapid proliferation of machine learning research using electronic health records to classify healthcare outcomes offers an opportunity to address the pressing public health problem of adolescent suicidal behavior. We describe the devel...
Psychology, Adolescent Adolescent, Hospitalized Adolescent Behavior Natural Language Processing Psychiatric Department, Hospital Massachusetts Adolescent Suicidal Ideation Child Female Young Adult Male Suicide, Attempted Humans Machine Learning Algorithms Electronic Health Records
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Mobile detection of autism through machine learning on home video: A development and prospective validation study.

PLoS medicine Nov 27, 2018
BACKGROUND: The standard approaches to diagnosing autism spectrum disorder (ASD) evaluate between 20 and 100 behaviors and take several hours to complete. This has in part contributed to long wait times for a diagnosis and subsequent delays in access...
Remote Consultation Early Diagnosis Autistic Disorder Child Behavior Predictive Value of Tests Feasibility Studies Video Recording Diagnosis, Computer-Assisted Adolescent Time Factors Child, Preschool Child Adolescent Behavior Age Factors Female Reproducibility of Results Male Infant Humans Machine Learning Prospective Studies
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