Pilar Pozos-Parra's research while affiliated with Autonomous University of Baja California and other places
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Publications (8)
The consumption of sugar-sweetened beverages has been associated with the onset of cardiometabolic diseases. The aim of this study was to describe consumption patterns of sugar-sweetened and dairy beverages and to evaluate their correlation with the body mass index in children residing at the Mexico–USA border. A total of 722 (370 girls, 352 boys)...
In recent decades, the development of transport infrastructure has had a great development, although traffic problems continue to spread due to increase due to the increase in the population in urban areas that require the use of these means of transport. This has led to increased problems related to congestion control, which has a direct impact on...
Facial expressions are always manifested by people. For the human being, it is easy to recognize emotions. Technological advances applied to the recognition of expressions are growing rapidly and, in the same way, interest in research on this topic. However, at the computational level, it is a complicated task, some of the expressions of human bein...
The COVID-19 pandemic has generated the need to evolve health services to reduce the risk of contagion and promote a collaborative environment even remotely. Advances in Industry 4.0, including the internet of things, mobile networks, cloud computing, and artificial intelligence make Health 4.0 possible to connect patients with healthcare professio...
En las últimas décadas, el desarrollo de la infraestructura de transporte ha tenido un gran desarrollo, sin embargo, los problemas de tráfico continúan extendiéndose debido al aumento de la población en las zonas urbanas que requieren el uso de estos medios. En América Latina, el crecimiento desordenado de las ciudades aumenta las distancias y reco...
Life expectancy has increased unprecedentedly in recent decades, benefiting the longevity of the world’s population. The most frequent pathological conditions presented in this age group include excessive body fat, frailty, and hypercholesterolemia. These pathological characteristics condition general health and autonomy in adults to carry out thei...
En el campo de la inteligencia artificial, algunos algoritmos se diseñan para que, a partir de datos, se desempeñen métodos predictivos o descriptivos con la finalidad de ayudar a los expertos en la toma de decisiones. Este tipo de método de la inteligencia artificial es conocido como aprendizaje automático, existen métodos clásicos, los cuales son...
Many neurodegenerative diseases affect human gait. These pathologies may have similarities that make difficult their correct classification, so it is essential to distinguish them with a high degree of accuracy to prescribe appropriate treatment. In this study, we worked with gait biomarkers of a public dataset and then we implemented an ANN in ord...
Citations
... As mentioned, physical inactivity and sedentary behavior are of high public health concern, as there is an interaction between behavioral risk factors that increase risk. For example, the constant exposure to food advertising during television viewing contributes to some extent to the modification of diet behavior, that is, the consumption of unhealthy foods (e.g., processed foods with added sugar) in both children [41] and adults [42]. In addition, a lifestyle that reduces NEPA and, thereby, energy expenditure may promote an obesogenic environment; therefore, it was reported that increasing active transportation (e.g., cycling or walking) and reducing automobile use may reduce the prevalence of obesity and NCDs [43]. ...
... Recently, many countries have been committed to developing intelligent transportation systems. As an indispensable part of traffic prediction, obtaining real-time traffic conditions can help people better arrange travel plans and share resources [1][2][3][4][5][6]. ...
Reference: Hybrid Graph Models for Traffic Prediction
... 4. HTML, CSS, JavaScript, jQuery were used for web-development. 5. Flask framework was used to implement the whole project. ...
Reference: Disease Classification System
... El uso de Inteligencia Artificial mediante algoritmos de Aprendizaje Automático (ML por sus siglas en inglés de Machine Learning) se ha extendido a nivel mundial en áreas como gobierno, industria, ámbito médico y cultura. En medicina, ML se ha aplicado en el diagnóstico de enfermedades, personalización de tratamientos y en el enfoque emergente de Salud 4.0 [2]. ...
... The increase of life expectancy at the individual level is determined by a healthy lifestyle, meaning a healthy diet and the way leisure time is spent -daily physical exercise (Hernández-Lepe et al., 2021), sleep duration (Tanaka et al., 2020), as well as risk and comorbidity factors like smoking, alcohol and drug consumption (Chudasama et al., 2020;Junna et al., 2021). ...