Cargando…

Adolescent relational behaviour and the obesity pandemic: A descriptive study applying social network analysis and machine learning techniques

AIM: To study the existence of subgroups by exploring the similarities between the attributes of the nodes of the groups, in relation to diet and gender and, to analyse the connectivity between groups based on aspects of similarities between them through SNA and artificial intelligence techniques. M...

Descripción completa

Detalles Bibliográficos
Autores principales:	Marqués-Sánchez, Pilar, Martínez-Fernández, María Cristina, Benítez-Andrades, José Alberto, Quiroga-Sánchez, Enedina, García-Ordás, María Teresa, Arias-Ramos, Natalia
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Public Library of Science 2023
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10427001/ https://www.ncbi.nlm.nih.gov/pubmed/37582086 http://dx.doi.org/10.1371/journal.pone.0289553

Ejemplares similares

Evaluation of Country Dietary Habits Using Machine Learning Techniques in Relation to Deaths from COVID-19
por: García-Ordás, María Teresa, et al.
Publicado: (2020)

Descriptive Study of Friendship Networks in Adolescents and Their Relationship with Self-Efficacy and Alcohol Consumption Using Social Network Analysis
por: Quiroga-Sánchez, Enedina, et al.
Publicado: (2022)

Men who have sex with men: An approach to social network analysis
por: Marqués‐Sánchez, Pilar, et al.
Publicado: (2022)

A Qualitative Study of Secondary School Teachers’ Perception of Social Network Analysis Metrics in the Context of Alcohol Consumption among Adolescents
por: Quiroga, Enedina, et al.
Publicado: (2017)

The consumption of alcohol by adolescent schoolchildren: Differences in the triadic relationship pattern between rural and urban environments
por: Marqués-Sánchez, Pilar, et al.
Publicado: (2020)

Life Habits of Healthcare Professionals during the Third Wave of COVID-19: A Cross-Sectional Study in a Spanish Hospital
por: Quiroga-Sánchez, Enedina, et al.
Publicado: (2023)

Detection of the most influential variables for preventing postpartum urinary incontinence using machine learning techniques
por: Benítez-Andrades, José Alberto, et al.
Publicado: (2022)

The socialisation of the adolescent who carries out team sports: a transversal study of centrality with a social network analysis
por: Marqués-Sánchez, Pilar, et al.
Publicado: (2021)

eHealth Intervention to Improve Health Habits in the Adolescent Population: Mixed Methods Study
por: Benavides, Carmen, et al.
Publicado: (2021)

Feasibility of Social-Network-Based eHealth Intervention on the Improvement of Healthy Habits among Children
por: Benítez-Andrades, José Alberto, et al.
Publicado: (2020)

A Web-Based Tool for Automatic Data Collection, Curation, and Visualization of Complex Healthcare Survey Studies including Social Network Analysis
por: Benítez, José Alberto, et al.
Publicado: (2017)

Traditional Machine Learning Models and Bidirectional Encoder Representations From Transformer (BERT)–Based Automatic Classification of Tweets About Eating Disorders: Algorithm Development and Validation Study
por: Benítez-Andrades, José Alberto, et al.
Publicado: (2022)

Machine Learning Techniques Applied to Dose Prediction in Computed Tomography Tests
por: Garcia-Sanchez, Antonio-Javier, et al.
Publicado: (2019)

Socioeconomic Status in Adolescents: A Study of Its Relationship with Overweight and Obesity and Influence on Social Network Configuration
por: Arias, Natalia, et al.
Publicado: (2018)

Detecting Respiratory Pathologies Using Convolutional Neural Networks and Variational Autoencoders for Unbalancing Data
por: García-Ordás, María Teresa, et al.
Publicado: (2020)

Applying behavioural insights to tackle obesity
por: Nagyova, I
Publicado: (2023)

Detecting racism and xenophobia using deep learning models on Twitter data: CNN, LSTM and BERT
por: Benítez-Andrades, José Alberto, et al.
Publicado: (2022)

Applying psycho-behavioural phenotyping in obesity characterization
por: Camacho-Barcia, Lucía, et al.
Publicado: (2023)

Musculoskeletal Pain and Teleworking in Times of the COVID-19: Analysis of the Impact on the Workers at Two Spanish Universities
por: Rodríguez-Nogueira, Óscar, et al.
Publicado: (2020)

Stress, Emotional Intelligence and the Intention to Use Cannabis in Spanish Adolescents: Influence of COVID-19 Confinement
por: Liébana-Presa, Cristina, et al.
Publicado: (2020)

Leadership and contagion by COVID-19 among residence hall students: A social network analysis approach
por: Marqués-Sánchez, Pilar, et al.
Publicado: (2023)

A case study of university student networks and the COVID-19 pandemic using a social network analysis approach in halls of residence
por: Benítez-Andrades, José Alberto, et al.
Publicado: (2021)

The Influence of Adolescents’ Social Networks on Alcohol Consumption: A Descriptive Study of Spanish Adolescents Using Social Network Analysis
por: Quiroga, Enedina, et al.
Publicado: (2018)

Applying artificial intelligence to explore sexual cyberbullying behaviour
por: Sánchez-Medina, Agustín J., et al.
Publicado: (2020)

Peer Review of “Machine Learning for Risk Group Identification and User Data Collection in a Herpes Simplex Virus Patient Registry: Algorithm Development and Validation Study”
por: Benítez Andrades, José Alberto
Publicado: (2021)

Networks and Emotions in Cooperative Work: A Quasi-Experimental Study in University Nursing and Computer Engineering Students
por: Marqués-Sánchez, Pilar, et al.
Publicado: (2020)

Thermal Infrared Imaging to Evaluate Emotional Competences in Nursing Students: A First Approach through a Case Study
por: Marqués-Sánchez, Pilar, et al.
Publicado: (2020)

Identification of cohesive subgroups in a university hall of residence during the COVID-19 pandemic using a social network analysis approach
por: Marqués-Sánchez, Pilar, et al.
Publicado: (2021)

Machine Learning Techniques Applied to the Study of Drug Transporters
por: Kong, Xiaorui, et al.
Publicado: (2023)

Four vertex technique for correcting urethral prolapse: technique description and cohort study
por: Noya-Mourullo, Andrea, et al.
Publicado: (2023)

Nursing Students’ Perception about Gender Inequalities Presented on Social Networks: A Qualitative Study
por: Andina-Díaz, Elena, et al.
Publicado: (2023)

Anatomy, Descriptive and Applied
Publicado: (1910)

Applying machine learning techniques to predict the properties of energetic materials
por: Elton, Daniel C., et al.
Publicado: (2018)

Perceptions and Degree of Satisfaction with the Health Sciences University Educational Community Regarding the Measures Adopted for the Prevention of COVID-19 in the Academic Year 2020/2021
por: Rodríguez-Nogueira, Óscar, et al.
Publicado: (2021)

Mortality Analysis of Patients with COVID-19 in Mexico Based on Risk Factors Applying Machine Learning Techniques
por: Becerra-Sánchez, Aldonso, et al.
Publicado: (2022)

Social Network Analysis Applied to a Historical Ethnographic Study Surrounding Home Birth
por: Andina-Diaz, Elena, et al.
Publicado: (2018)

Identifying the presence and severity of dementia by applying interpretable machine learning techniques on structured clinical records
por: Vyas, Akhilesh, et al.
Publicado: (2022)

Machine Learning Techniques Applied to Multiband Spectrum Sensing in Cognitive Radios
por: Molina-Tenorio, Yanqueleth, et al.
Publicado: (2019)

Applying Different Machine Learning Techniques for Prediction of COVID-19 Severity
Publicado: (2021)

Machine learning applied to transcriptomic data to identify genes associated with feed efficiency in pigs
por: Piles, Miriam, et al.
Publicado: (2019)

Cannot write session to /tmp/vufind_sessions/sess_h75dsb7jqjjp3ejbjqcrev9a26