scholarly journals Developing Neural Networks to Investigate Relationships Between Air Quality and Quality of Life Indicators

Author(s):  
Kyriaki Kitikidou ◽  
Lazaros Iliadis
2021 ◽  
Vol 59 (1) ◽  
pp. 31-35
Author(s):  
N. Trizna ◽  
Z. Kaliadich ◽  
E. Zhaleika ◽  
A. Evmenenko

Study of the quality of life indicators is an important part of a comprehensive analysis of new diagnosis, treatment, and prevention methods. It can serve as an additional criterion for selecting individual therapy or rehabilitation, examining the ability to work, and identifying psychological problems. Purpose of the study: The authors took a clinical case to demonstrate the use of внтфьшс monitoring of the quality of life indicators for the assessment of surgical and reconstructive treatment outcome for oral and oropharyngeal cancer. Results: The anticancer treatment effects were reflected in the physical functioning score according to the EORTC QLQ-C30 questionnaire (reduced to 80 points) and some symptomatic scores according to the EORTC QLQ-C30 and EORTC QLQ-H & N35 questionnaires. Medical rehabilitation measures resulted in positive dynamics of physical functioning scores according to the EORTC QLQ-C30 questionnaire (increase to 93.3 points) and symptomatic scores according to the EORTC QLQ-H & N35 questionnaire related to nutrition. At that, the patient has stopped having difficulty eating in public places; his body weight increased. The absence of pain and refusal to take analgesics also testified to successful treatment and improved quality of life. Conclusion: A subjective assessment of the various quality of life aspects in a particular patient provides valuable information about the individual response to the conducted treatment.


Sensors ◽  
2018 ◽  
Vol 18 (8) ◽  
pp. 2507 ◽  
Author(s):  
Francisco Ramos ◽  
Sergio Trilles ◽  
Andrés Muñoz ◽  
Joaquín Huerta

Nowadays, citizens have a huge concern about the quality of life in their cities, especially regarding the level of pollution. Air quality level is of great importance, not only to plan our activities but also to take precautionary measures for our health. All levels of governments are concerned about it and have built their indexes to measure the air quality level in their countries, regions or cities. Taking into account the existing sensor infrastructure within smart cities, it makes possible to evaluate these indices and to know anywhere the level of pollution in real-time. In this scenario, the main objective of the current work is to foster citizens’ awareness about pollution by offering pollution-free routes. To achieve this goal, a technology-agnostic methodology is presented, which allows for creating pollution-free routes across cities depending on the level of pollution in each zone. The current work includes an extensive study of existing air quality indices, and proposes and carries forward to deployment of the defined methodology in a big city, such as Madrid (Spain).


2006 ◽  
Vol 6 ◽  
pp. 992-997 ◽  
Author(s):  
Alison M. Kerr

More than 20 years of clinical and research experience with affected people in the British Isles has provided insight into particular challenges for therapists, educators, or parents wishing to facilitate learning and to support the development of skills in people with Rett syndrome. This paper considers the challenges in two groups: those due to constraints imposed by the disabilities associated with the disorder and those stemming from the opportunities, often masked by the disorder, allowing the development of skills that depend on less-affected areas of the brain. Because the disorder interferes with the synaptic links between neurones, the functions of the brain that are most dependent on complex neural networks are the most profoundly affected. These functions include speech, memory, learning, generation of ideas, and the planning of fine movements, especially those of the hands. In contrast, spontaneous emotional and hormonal responses appear relatively intact. Whereas failure to appreciate the physical limitations of the disease leads to frustration for therapist and client alike, a clear understanding of the better-preserved areas of competence offers avenues for real progress in learning, the building of satisfying relationships, and achievement of a quality of life.


2019 ◽  
Vol 6 (3) ◽  
pp. 108-114 ◽  
Author(s):  
A. D. Sergienko ◽  
V. E. Khoronenko ◽  
E. V. Gameeva ◽  
A. B. Ryabov ◽  
V. M. Khomyakov

Purpose of the study. To determine the effect of nutritional deficiency and nutritional therapy on the quality of life of patients with gastric cancer at the stage of surgical treatment. Patients and methods. In Thoracoabdominal Department of P. Herzen Moscow Oncology Research Institute within 2017– 2019 the quality of life at the stage of surgical treatment of gastric malignant neoplasms was evaluated in 62 patients (36 men and 26 women) aged 34 to 79 years (mean age 61.9 ± 9.55). At the outpatient stage, patients were divided into 2 groups: in the 1st (main) group, patients received nutritive support with specialized mixtures for 10 days before hospitalization, in the 2nd (control) group, patients were asked to follow a high-protein diet without adding specialized mixtures. The quality of life assessment was carried out on the basis of the EORTC-QLQ-C30 Questionnaire, which patients received on the day of hospitalization. Patients repeatedly filled in EORTC-QLQ-C30 Questionnaire before discharge from the hospital, which allowed to assess the dynamics of the quality of life indicators of the studied patients. The study groups were comparable in social and medical indicators. Results. The analysis of the survey results showed that the “general state of health” in the studied groups at the stage of hospitalization is estimated �bove average. Also, in both groups there is a positive dynamics in the values of the above indicator before discharge. Patients of the 1st group who received specialized nutritional mixtures, developed the statistical significance of the differences in the assessment of the quality of life upon admission and before discharge. Thus, it can be argued that nutritional therapy had a significant positive impact on the quality of life in terms of “general health”, in contrast to the control group of patients who did not receive specialized nutritional therapy. There was a general tendency toward an increase in the quality of life indicators at admission and before discharge on all scores of the questionnaire in groups. Thisis a positive assessment by patients of their condition after providing them with medical services. In this case, the discomfort from the symptoms accompanying the disease is reduced, which is confirmed by the scoring results. Statistically significant differences in the assessment of symptoms occur in the study group. Patients having received nutritional therapy noted a decrease in pain, an improvement in the processes of assimilation of food, as well as an improvement in well-being, physical condition, an increase in general tone and energy, a surge of strength and a sense of vitality. In “decreased appetite”score the indices of patients in the main group decreased by more than 3 times, i. e. their appetite improved significantly under treatment. Improving appetite in patients of the main group led to an improvement in the functioning of the gastrointestinal tract as a whole. Patients in this group noted an improvement in digestion and bowel movements. Conclusion The study showed that the quality of life of patients with gastric cancer largely depends on their nutritional deficiency, and nutritional therapy at the stages of surgical treatment, in turn, can significantly improve its results, including in the aspect of their perception by patients. Using the general EORTC QLQ-C30 questionnaire is one of the available methods for assessing the quality of life in patients with gastric cancer.


Author(s):  
L. Marek ◽  
M. Campbell ◽  
M. Epton ◽  
M. Storer ◽  
S. Kingham

The opportunity of an emerging smart city in post-disaster Christchurch has been explored as a way to improve the quality of life of people suffering Chronic Obstructive Pulmonary Disease (COPD), which is a progressive disease that affects respiratory function. It affects 1 in 15 New Zealanders and is the 4th largest cause of death, with significant costs to the health system. While, cigarette smoking is the leading cause of COPD, long-term exposure to other lung irritants, such as air pollution, chemical fumes, or dust can also cause and exacerbate it. Currently, we do know little what happens to the patients with COPD after they leave a doctor’s care. By learning more about patients’ movements in space and time, we can better understand the impacts of both the environment and personal mobility on the disease. This research is studying patients with COPD by using GPS-enabled smartphones, combined with the data about their spatiotemporal movements and information about their actual usage of medication in near real-time. We measure environmental data in the city, including air pollution, humidity and temperature and how this may subsequently be associated with COPD symptoms. In addition to the existing air quality monitoring network, to improve the spatial scale of our analysis, we deployed a series of low-cost Internet of Things (IoT) air quality sensors as well. The study demonstrates how health devices, smartphones and IoT sensors are becoming a part of a new health data ecosystem and how their usage could provide information about high-risk health hotspots, which, in the longer term, could lead to improvement in the quality of life for patients with COPD.


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