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- ArticleJuly 2024
Frequent Patterns of Childhood Overweight from Longitudinal Data on Parental and Early-Life of Infants Health
AbstractChildhood obesity is considered one of the main public health concerns. Research in the field of obesity detection and prevention is moving towards promising solutions thanks to the use of Artificial Intelligence applied to data from cohorts of ...
- research-articleJune 2024
Childhood Obesity Prediction: Algorithms, Datasets, and Taxonomies
AICCONF '24: Proceedings of the Cognitive Models and Artificial Intelligence ConferencePages 44–48https://doi.org/10.1145/3660853.3660864Childhood obesity is a significant health concern impacting children and adolescents. The excess weight often initiates health issues such as diabetes, high blood pressure, and elevated cholesterol levels. Moreover, childhood obesity can contribute to ...
- research-articleJuly 2024
Genome-wide analysis reveals extensive genetic overlap between childhood phenotypes and later-life type 2 diabetes
Computers in Biology and Medicine (CBIM), Volume 171, Issue Chttps://doi.org/10.1016/j.compbiomed.2024.108065AbstractObservational studies have indicated a potential influence of childhood phenotypes on the later development of type 2 diabetes (T2D). However, the underlying biological mechanisms remain unclear. In this study, we conducted a comprehensive genome-...
Highlights- Childhood obesity, BMI, and SBP show significant genetic correlations with later-life T2D.
- Mediation analysis identifies potential mediators, such as extreme BMI, hip circumference, and waist circumference, influencing the link between ...
- research-articleSeptember 2023
Shared gene expression signatures between visceral adipose and skeletal muscle tissues are associated with cardiometabolic traits in children with obesity
- Mireia Bustos-Aibar,
- Concepción M. Aguilera,
- Jesús Alcalá-Fdez,
- Francisco J. Ruiz-Ojeda,
- Julio Plaza-Díaz,
- Abel Plaza-Florido,
- Inés Tofe,
- Mercedes Gil-Campos,
- María J. Gacto,
- Augusto Anguita-Ruiz
Computers in Biology and Medicine (CBIM), Volume 163, Issue Chttps://doi.org/10.1016/j.compbiomed.2023.107085AbstractObesity in children is related to the development of cardiometabolic complications later in life, where molecular changes of visceral adipose tissue (VAT) and skeletal muscle tissue (SMT) have been proven to be fundamental. The aim of this study ...
Highlights- Co-expression inter-tissue signatures of cardiometabolic risk are identified.
- Hub genes of identified co-expression clusters appears as promising biomarkers in obesity.
- MAPK route is involved in the metabolic regulation of adipose ...
- research-articleOctober 2022
A social robot-based platform for health behavior change toward prevention of childhood obesity
- Andreas Triantafyllidis,
- Anastasios Alexiadis,
- Dimosthenis Elmas,
- Georgios Gerovasilis,
- Konstantinos Votis,
- Dimitrios Tzovaras
Universal Access in the Information Society (UAIS), Volume 22, Issue 4Pages 1405–1415https://doi.org/10.1007/s10209-022-00922-7AbstractChildhood obesity is a major public health challenge which is linked with the occurrence of diseases such as diabetes and cancer. The COVID-19 pandemic has forced changes to the lifestyle behaviors of children, thereby making the risk of ...
- ArticleJune 2022
Gene Expression Profiles of Visceral and Subcutaneous Adipose Tissues in Children with Overweight or Obesity: The KIDADIPOSEQ Project
- Mireia Bustos-Aibar,
- Augusto Anguita-Ruiz,
- Álvaro Torres-Martos,
- Jesús Alcalá-Fdez,
- Francisco Javier Ruiz-Ojeda,
- Marjorie Reyes-Farias,
- Andrea Soria-Gondek,
- Laura Herrero,
- David Sánchez-Infantes,
- Concepción María Aguilera
AbstractChildhood obesity is a multifactorial disease influencing the development of a range of metabolic disorders, where adipose tissue has been proved to be fundamental. The adipose tissue can be distributed throughout the body as visceral adipose ...
- research-articleApril 2022
Obesity Prediction with EHR Data: A Deep Learning Approach with Interpretable Elements
ACM Transactions on Computing for Healthcare (HEALTH), Volume 3, Issue 3Article No.: 32, Pages 1–19https://doi.org/10.1145/3506719Childhood obesity is a major public health challenge. Early prediction and identification of the children at an elevated risk of developing childhood obesity may help in engaging earlier and more effective interventions to prevent and manage obesity. Most ...
- research-articleJanuary 2022
Fat-based studies for computer-assisted screening of child obesity using thermal imaging based on deep learning techniques: a comparison with quantum machine learning approach
Soft Computing - A Fusion of Foundations, Methodologies and Applications (SOFC), Volume 27, Issue 18Pages 13093–13114https://doi.org/10.1007/s00500-021-06668-3AbstractThe main objectives are (i) to study the relation of temperature of brown adipose tissue (BAT) with respect to obesity in different regions of the human body and to predict the most significant regional thermogram in determining the obese ...
- articleJuly 2019
Effects of a Gamified Educational Program in the Nutrition of Children with Obesity
- Nazaret Gómez Río,
- Carina S. González-González,
- Raquel Martín-González,
- Vicente Navarro-Adelantado,
- Pedro Toledo-Delgado,
- Francisco García-Peñalvo
Journal of Medical Systems (JMSY), Volume 43, Issue 7Pages 1–12https://doi.org/10.1007/s10916-019-1293-6Obesity is considered a global epidemic of the twenty-first century by the World Health Organization (WHO). Specifically, the Canary Islands has the highest level of this disease in Europe and 40% of children in Spain are overweight or obese. This ...
- research-articleMarch 2019
A multivalued agent-based model for the study of noncommunicable diseases
Journal of Biomedical Informatics (JOBI), Volume 91, Issue Chttps://doi.org/10.1016/j.jbi.2019.103101Graphical abstractDisplay Omitted
Highlights- An agent-based model for studying noncommunicable diseases.
- A reasoning ...
This paper aims to test and illustrate the utility and extensibility of an existing model, SimNCD (Simulation of NonCommunicable Diseases). It also proposes a way to include questionnaires – widely used in epidemiology – in the ...
- articleAugust 2008
Modeling dynamics of infant obesity in the region of Valencia, Spain
Computers & Mathematics with Applications (CMAP), Volume 56, Issue 3Pages 679–689https://doi.org/10.1016/j.camwa.2008.01.011In this paper we present a finite-time 3-5 years old childhood obesity model to study the evolution of obesity in the next years in the Spanish region of Valencia. After a statistical study, it can be seen that sociocultural characteristics determine ...