{"title":"TOBACCO SMOKING HABITS OF SECONDARY SCHOOL STUDENTS","authors":"Gabriel Dziura, Małgorzata Tokarska-Rodak","doi":"10.5114/hpc.2023.132308","DOIUrl":"https://doi.org/10.5114/hpc.2023.132308","url":null,"abstract":"","PeriodicalId":41946,"journal":{"name":"Health Problems of Civilization","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134980773","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Andrea Obročníková, Ľudmila Majerníková, Anna Hudáková
AMA Obročníková A, Majerníková Ľ, Hudáková A. EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER. Health Problems of Civilization. 2023. doi:10.5114/hpc.2023.132373. APA Obročníková, A., Majerníková, Ľ., & Hudáková, A. (2023). EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER. Health Problems of Civilization. https://doi.org/10.5114/hpc.2023.132373 Chicago Obročníková, Andrea, Ľudmila Majerníková, and Anna Hudáková. 2023. "EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER". Health Problems of Civilization. doi:10.5114/hpc.2023.132373. Harvard Obročníková, A., Majerníková, Ľ., and Hudáková, A. (2023). EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER. Health Problems of Civilization. https://doi.org/10.5114/hpc.2023.132373 MLA Obročníková, Andrea et al. "EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER." Health Problems of Civilization, 2023. doi:10.5114/hpc.2023.132373. Vancouver Obročníková A, Majerníková Ľ, Hudáková A. EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER. Health Problems of Civilization. 2023. doi:10.5114/hpc.2023.132373.
AMA Obročníková A, Majerníková Ľ, Hudáková A. EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER.doi:10.5114/hpc.2023.132373.APA Obročníková, A., Majerníková, Ľ., & Hudáková, A. (2023). EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER.https://doi.org/10.5114/hpc.2023.132373 Chicago Obročníková, Andrea, Ľudmila Majerníková, and Anna Hudáková. 2023. "EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER".doi:10.5114/hpc.2023.132373。Harvard Obrochnikova, A., Majernikova, L., and Hudakova, A. (2023). EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER.https://doi.org/10.5114/hpc.2023.132373 MLA Obrochnikova, Andrea et al. "EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER." 《文明的健康问题》。doi:10.5114/hpc.2023.132373。Vancouver Obročníková A, Majerníková Ľ, Hudáková A. EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER.doi:10.5114/hpc.2023.132373.
{"title":"EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER","authors":"Andrea Obročníková, Ľudmila Majerníková, Anna Hudáková","doi":"10.5114/hpc.2023.132373","DOIUrl":"https://doi.org/10.5114/hpc.2023.132373","url":null,"abstract":"AMA Obročníková A, Majerníková Ľ, Hudáková A. EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER. Health Problems of Civilization. 2023. doi:10.5114/hpc.2023.132373. APA Obročníková, A., Majerníková, Ľ., & Hudáková, A. (2023). EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER. Health Problems of Civilization. https://doi.org/10.5114/hpc.2023.132373 Chicago Obročníková, Andrea, Ľudmila Majerníková, and Anna Hudáková. 2023. \"EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER\". Health Problems of Civilization. doi:10.5114/hpc.2023.132373. Harvard Obročníková, A., Majerníková, Ľ., and Hudáková, A. (2023). EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER. Health Problems of Civilization. https://doi.org/10.5114/hpc.2023.132373 MLA Obročníková, Andrea et al. \"EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER.\" Health Problems of Civilization, 2023. doi:10.5114/hpc.2023.132373. Vancouver Obročníková A, Majerníková Ľ, Hudáková A. EFFECT OF NON-PHARMACOLOGICAL TREATMENT ON PAIN IN WOMEN WITH BREAST CANCER. Health Problems of Civilization. 2023. doi:10.5114/hpc.2023.132373.","PeriodicalId":41946,"journal":{"name":"Health Problems of Civilization","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135662440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
AMA Wang Z, Makai A, Czakó DE, Tumpek NI, Bogdán K, Járomi M. THE EFFECT OF BACK SCHOOL INTERVENTION ON CHINESE PATIENTS WITH CHRONIC LOW BACK PAIN. Health Problems of Civilization. 2023. doi:10.5114/hpc.2023.131868. APA Wang, Z., Makai, A., Czakó, D. E., Tumpek, N. I., Bogdán, K., & Járomi, M. (2023). THE EFFECT OF BACK SCHOOL INTERVENTION ON CHINESE PATIENTS WITH CHRONIC LOW BACK PAIN. Health Problems of Civilization. https://doi.org/10.5114/hpc.2023.131868 Chicago Wang, Zhe, Alexandra Makai, Dorina E Czakó, Nikolett I Tumpek, Kinga Bogdán, and Melinda Járomi. 2023. "THE EFFECT OF BACK SCHOOL INTERVENTION ON CHINESE PATIENTS WITH CHRONIC LOW BACK PAIN". Health Problems of Civilization. doi:10.5114/hpc.2023.131868. Harvard Wang, Z., Makai, A., Czakó, D., Tumpek, N., Bogdán, K., and Járomi, M. (2023). THE EFFECT OF BACK SCHOOL INTERVENTION ON CHINESE PATIENTS WITH CHRONIC LOW BACK PAIN. Health Problems of Civilization. https://doi.org/10.5114/hpc.2023.131868 MLA Wang, Zhe et al. "THE EFFECT OF BACK SCHOOL INTERVENTION ON CHINESE PATIENTS WITH CHRONIC LOW BACK PAIN." Health Problems of Civilization, 2023. doi:10.5114/hpc.2023.131868. Vancouver Wang Z, Makai A, Czakó D, Tumpek N, Bogdán K, Járomi M. THE EFFECT OF BACK SCHOOL INTERVENTION ON CHINESE PATIENTS WITH CHRONIC LOW BACK PAIN. Health Problems of Civilization. 2023. doi:10.5114/hpc.2023.131868.
王珍阿，王玛，王玛凯，Czakó DE，倪彤柏，Bogdán K, Járomi M.背部学校干预对中国慢性腰痛患者的影响。《文明的健康问题》2023doi: 10.5114 / hpc.2023.131868。APA Wang, Z.， Makai, A, Czakó， D. E, Tumpek, n.i, Bogdán, K.， & Járomi, M.(2023)。背部学校干预对中国慢性腰痛患者的影响。文明的健康问题。https://doi.org/10.5114/hpc.2023.131868 Chicago Wang，喆，Alexandra Makai, Dorina E Czakó， Nikolett I Tumpek, Kinga Bogdán, Melinda Járomi。2023. “背部学校干预对中国慢性腰痛患者的影响”。文明的健康问题。doi: 10.5114 / hpc.2023.131868。Harvard Wang, Z.， Makai, A.， Czakó， D.， Tumpek, N.， Bogdán, K.和Járomi, M.(2023)。背部学校干预对中国慢性腰痛患者的影响。文明的健康问题。https://doi.org/10.5114/hpc.2023.131868王哲等。“背部学校干预对中国慢性腰痛患者的影响。”《文明的健康问题》2023年doi: 10.5114 / hpc.2023.131868。王志文，王凯，Czakó D，王峰，Bogdán K, Járomi M.背部学校干预对中国慢性腰痛患者的影响。《文明的健康问题》2023doi: 10.5114 / hpc.2023.131868。
{"title":"THE EFFECT OF BACK SCHOOL INTERVENTION ON CHINESE PATIENTS WITH CHRONIC LOW BACK PAIN","authors":"Zhe Wang, Alexandra Makai, Dorina Czakó, Nikolett Tumpek, Kinga Bogdán, Melinda Járomi","doi":"10.5114/hpc.2023.131868","DOIUrl":"https://doi.org/10.5114/hpc.2023.131868","url":null,"abstract":"AMA Wang Z, Makai A, Czakó DE, Tumpek NI, Bogdán K, Járomi M. THE EFFECT OF BACK SCHOOL INTERVENTION ON CHINESE PATIENTS WITH CHRONIC LOW BACK PAIN. Health Problems of Civilization. 2023. doi:10.5114/hpc.2023.131868. APA Wang, Z., Makai, A., Czakó, D. E., Tumpek, N. I., Bogdán, K., & Járomi, M. (2023). THE EFFECT OF BACK SCHOOL INTERVENTION ON CHINESE PATIENTS WITH CHRONIC LOW BACK PAIN. Health Problems of Civilization. https://doi.org/10.5114/hpc.2023.131868 Chicago Wang, Zhe, Alexandra Makai, Dorina E Czakó, Nikolett I Tumpek, Kinga Bogdán, and Melinda Járomi. 2023. \"THE EFFECT OF BACK SCHOOL INTERVENTION ON CHINESE PATIENTS WITH CHRONIC LOW BACK PAIN\". Health Problems of Civilization. doi:10.5114/hpc.2023.131868. Harvard Wang, Z., Makai, A., Czakó, D., Tumpek, N., Bogdán, K., and Járomi, M. (2023). THE EFFECT OF BACK SCHOOL INTERVENTION ON CHINESE PATIENTS WITH CHRONIC LOW BACK PAIN. Health Problems of Civilization. https://doi.org/10.5114/hpc.2023.131868 MLA Wang, Zhe et al. \"THE EFFECT OF BACK SCHOOL INTERVENTION ON CHINESE PATIENTS WITH CHRONIC LOW BACK PAIN.\" Health Problems of Civilization, 2023. doi:10.5114/hpc.2023.131868. Vancouver Wang Z, Makai A, Czakó D, Tumpek N, Bogdán K, Járomi M. THE EFFECT OF BACK SCHOOL INTERVENTION ON CHINESE PATIENTS WITH CHRONIC LOW BACK PAIN. Health Problems of Civilization. 2023. doi:10.5114/hpc.2023.131868.","PeriodicalId":41946,"journal":{"name":"Health Problems of Civilization","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"136207368","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Joanna Baj-Korpak, K. Zaworski, A. Shpakou, Ewa Szymczuk
Knowledge of the medical-psychological and socio-cultural determinants of physical activity (PA) and mental health is still unsatisfactory. A dominance of diagnostic over explanatory studies and a focus on the association of PA and mental health status with unmodified demographic variables characterizes most research in this area. The aim of the proposed project is to determine PA levels and psychological adaptation to stress among students from Poland and Belarus in the context of different anti-pandemic strategies during the COVID-19 pandemic. John Paul II University of Applied Sciences in Biala Podlaska (Poland) and Yanka Kupala State University of Grodno (Belarus) were chosen for the study, as despite the universities being located a relatively small distance from each other, they are in different countries and subject to different anti-pandemic strategies. The proposed survey will include approximately 800 medical and health sciences students (approximately 400 from each university). Nine standardized survey instruments will be used: IPAQ-SF, MBI, SWLS, CECS, GSES, Mini-COPE, STAI, TSK, and GHQ-28. The outcome of the research will be the identification of the medical-psychological and socio-cultural determinants that influence psychological adaptation and PA levels of students experiencing different anti-pandemic strategies during the COVID-19 pandemic.
{"title":"PHYSICAL ACTIVITY AND MENTAL HEALTH OF STUDENTS FROM POLAND AND BELARUS IN THE CONTEXT OF THE COVID-19 PANDEMIC: REFLECTIONS ON THE PURPOSE OF A RESEARCH PROJECT","authors":"Joanna Baj-Korpak, K. Zaworski, A. Shpakou, Ewa Szymczuk","doi":"10.5114/hpc.2022.116200","DOIUrl":"https://doi.org/10.5114/hpc.2022.116200","url":null,"abstract":"Knowledge of the medical-psychological and socio-cultural determinants of physical activity (PA) and mental health is still unsatisfactory. A dominance of diagnostic over explanatory studies and a focus on the association of PA and mental health status with unmodified demographic variables characterizes most research in this area. The aim of the proposed project is to determine PA levels and psychological adaptation to stress among students from Poland and Belarus in the context of different anti-pandemic strategies during the COVID-19 pandemic. John Paul II University of Applied Sciences in Biala Podlaska (Poland) and Yanka Kupala State University of Grodno (Belarus) were chosen for the study, as despite the universities being located a relatively small distance from each other, they are in different countries and subject to different anti-pandemic strategies. The proposed survey will include approximately 800 medical and health sciences students (approximately 400 from each university). Nine standardized survey instruments will be used: IPAQ-SF, MBI, SWLS, CECS, GSES, Mini-COPE, STAI, TSK, and GHQ-28. The outcome of the research will be the identification of the medical-psychological and socio-cultural determinants that influence psychological adaptation and PA levels of students experiencing different anti-pandemic strategies during the COVID-19 pandemic.","PeriodicalId":41946,"journal":{"name":"Health Problems of Civilization","volume":"1 1","pages":""},"PeriodicalIF":0.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71119982","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Cardiovascular disease (CVD) is an important risk factor for premature death amongst the Polish population. In 2014, CVD accounted for 45.1% of all deaths. According to a World Health Organization expert analysis published in 2004, around 80% of cases of CVD, stroke and type 2 diabetes mellitus are preventable if the most important risk factors can be addressed. Metabolic syndrome (MetS) defines a constellation of risk factors, including obesity, insulin resistance, dyslipidemia, and hypertension, associated with the development of CVD. National cross-sectional research on the health of Poles indicates that over 90% of men and 89% of women have at least one risk factor. It is estimated that in the coming years the number of obese people will increase and the incidence of diabetes and arterial hypertension will increase. This paper presents the most important and effective methods for the treatment of MetS, which include a well-balanced diet, physical activity, vibrotherapy, and pharmacotherapy. Effective action taken early on can reduce not only mortality risk, but also decrease prevalence and disability and improve the quality of life of Polish citizens.
{"title":"SELECTED TREATMENT APPROACHES FOR METABOLIC SYNDROME:\u0000A LITERATURE REVIEW","authors":"Anna Pęczkowska, Artur Kaziród","doi":"10.5114/hpc.2022.117878","DOIUrl":"https://doi.org/10.5114/hpc.2022.117878","url":null,"abstract":"Cardiovascular disease (CVD) is an important risk factor for premature death amongst the Polish population. In 2014, CVD accounted for 45.1% of all deaths. According to a World Health Organization expert analysis published in 2004, around 80% of cases of CVD, stroke and type 2 diabetes mellitus are preventable if the most important risk factors can be addressed. Metabolic syndrome (MetS) defines a constellation of risk factors, including obesity, insulin resistance, dyslipidemia, and hypertension, associated with the development of CVD. National cross-sectional research on the health of Poles indicates that over 90% of men and 89% of women have at least one risk factor. It is estimated that in the coming years the number of obese people will increase and the incidence of diabetes and arterial hypertension will increase. This paper presents the most important and effective methods for the treatment of MetS, which include a well-balanced diet, physical activity, vibrotherapy, and pharmacotherapy. Effective action taken early on can reduce not only mortality risk, but also decrease prevalence and disability and improve the quality of life of Polish citizens.","PeriodicalId":41946,"journal":{"name":"Health Problems of Civilization","volume":"1 1","pages":""},"PeriodicalIF":0.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71120406","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Katerina Maliarchuk, A. Ganul, Bogdan O Borisyuk, L. Bororov, A. Shevchenko, V. Sovenko, L. Kutsenko
{"title":"LIFE EXPECTANCY IN PATIENTS WITH STAGE III A NON-SMALL CELL LUNG CANCER (NSCLC) TREATED WITH NEOADJUVANT CHEMORADIOTHERAPY (NCRT), NEOADJUVANT CHEMOTHERAPY (NCT), NEOADJUVANT CHEMOTHERAPY + ADJUVANT RADIATION THERAPY (NCT + ADJUVANT RT)","authors":"Katerina Maliarchuk, A. Ganul, Bogdan O Borisyuk, L. Bororov, A. Shevchenko, V. Sovenko, L. Kutsenko","doi":"10.5114/hpc.2022.121417","DOIUrl":"https://doi.org/10.5114/hpc.2022.121417","url":null,"abstract":"","PeriodicalId":41946,"journal":{"name":"Health Problems of Civilization","volume":"1 1","pages":""},"PeriodicalIF":0.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71120769","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
M. Domański, A. Domańska, W. Żukiewicz-Sobczak, M. Weiner
{"title":"Analysis of Vitamin D conetnet in dietary supplements available in the EU","authors":"M. Domański, A. Domańska, W. Żukiewicz-Sobczak, M. Weiner","doi":"10.5114/hpc.2022.123203","DOIUrl":"https://doi.org/10.5114/hpc.2022.123203","url":null,"abstract":"","PeriodicalId":41946,"journal":{"name":"Health Problems of Civilization","volume":"1 1","pages":""},"PeriodicalIF":0.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71121115","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Background. Theoretical models of behavior change focus on psychological constructs, including intention and self-efficacy, but they do not consider the role of stressors. In this study, the impact of home confinement was explored as an external stressor on mental health, sleep, loneliness, tiredness, and behavior of children during the coronavirus disease of the 2019 (COVID-19) pandemic. Material and methods. Ten children aged 7-17 years who were restricted at home for at least one month during the COVID-19 outbreak were included. Semi-structured interviews with children were conducted to elicit their feelings, reflections, and responses to home confinement during the COVID-19 pandemic. The children expressed that they felt lonely and tired at home "sometimes" to "most of the time". Results. The children had no sleep status quality as before the COVID-19 outbreak, including difficulty in falling asleep, insomnia, and hypersomnia. Most children had depression and anxiety symptoms with different severities. The children were irritable, aggressive, or nervous at home. Only one child reported that she was more active and had positive changes compared with before. Most children experienced some degree of conflict with their parents or siblings. Conclusions. This study found that some children were affected by different kinds of emotional issues at home during the COVID-19 pandemic.
{"title":"UNDERSTANDING THE IMPACT OF HOME CONFINEMENT ON MENTAL HEALTH, SLEEP, AND BEHAVIOR OF CHILDREN DURING THE COVID-19 PANDEMIC: A QUALITATIVE STUDY","authors":"Deldar Morad Abdulah, Rasoul Sabri Piro","doi":"10.5114/hpc.2022.121517","DOIUrl":"https://doi.org/10.5114/hpc.2022.121517","url":null,"abstract":"Background. Theoretical models of behavior change focus on psychological constructs, including intention and self-efficacy, but they do not consider the role of stressors. In this study, the impact of home confinement was explored as an external stressor on mental health, sleep, loneliness, tiredness, and behavior of children during the coronavirus disease of the 2019 (COVID-19) pandemic. Material and methods. Ten children aged 7-17 years who were restricted at home for at least one month during the COVID-19 outbreak were included. Semi-structured interviews with children were conducted to elicit their feelings, reflections, and responses to home confinement during the COVID-19 pandemic. The children expressed that they felt lonely and tired at home \"sometimes\" to \"most of the time\". Results. The children had no sleep status quality as before the COVID-19 outbreak, including difficulty in falling asleep, insomnia, and hypersomnia. Most children had depression and anxiety symptoms with different severities. The children were irritable, aggressive, or nervous at home. Only one child reported that she was more active and had positive changes compared with before. Most children experienced some degree of conflict with their parents or siblings. Conclusions. This study found that some children were affected by different kinds of emotional issues at home during the COVID-19 pandemic.","PeriodicalId":41946,"journal":{"name":"Health Problems of Civilization","volume":"1 1","pages":""},"PeriodicalIF":0.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71121453","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The aim of this study is to develop and evaluate a machine learning model for the early diagnosis of type 2 diabetes to allow for treatments to be applied in the early stages of the disease. Material and methods. A proposed hybrid machine learning model was developed and applied to the Early-stage diabetes risk prediction dataset from the UCI database. The prediction success of the proposed model was compared with other machine learning models. Pearson’s correlation and SelectKBest feature selection methods were employed to examine the relationships between the dataset input parameters and the results. Results. Of the 520 patients included in the dataset, 320 were diagnosed with diabetes and 328 (63.08%) were males. The most commonly observed diabetes diagnosis criterion was obesity (n=482, 83.08%). While the strongest feature detected with Pearson’s correlation was polyuria, the strongest feature detected with SelectKBest was polydipsia. With Pearson’s feature extraction, the most successful machine learning method was the proposed hybrid method, with an accuracy of 97.28%. Using SelectKBest feature selection, the same model was able to predict type 2 diabetes with accuracy of 95.16%. Conclusions. Early detection of type 2 diabetes will allow for a prompter and more effective treatment of the patient. Thus, use of the proposed model may help to improve the quality of patient care and lower the number of deaths caused by this disease.
{"title":"PREDICTION OF TYPE 2 DIABETES MELLITUS USING FEATURE SELECTION-BASED MACHINE LEARNING ALGORITHMS","authors":"A. Yılmaz","doi":"10.5114/hpc.2022.114541","DOIUrl":"https://doi.org/10.5114/hpc.2022.114541","url":null,"abstract":"The aim of this study is to develop and evaluate a machine learning model for the early diagnosis of type 2 diabetes to allow for treatments to be applied in the early stages of the disease. Material and methods. A proposed hybrid machine learning model was developed and applied to the Early-stage diabetes risk prediction dataset from the UCI database. The prediction success of the proposed model was compared with other machine learning models. Pearson’s correlation and SelectKBest feature selection methods were employed to examine the relationships between the dataset input parameters and the results. Results. Of the 520 patients included in the dataset, 320 were diagnosed with diabetes and 328 (63.08%) were males. The most commonly observed diabetes diagnosis criterion was obesity (n=482, 83.08%). While the strongest feature detected with Pearson’s correlation was polyuria, the strongest feature detected with SelectKBest was polydipsia. With Pearson’s feature extraction, the most successful machine learning method was the proposed hybrid method, with an accuracy of 97.28%. Using SelectKBest feature selection, the same model was able to predict type 2 diabetes with accuracy of 95.16%. Conclusions. Early detection of type 2 diabetes will allow for a prompter and more effective treatment of the patient. Thus, use of the proposed model may help to improve the quality of patient care and lower the number of deaths caused by this disease.","PeriodicalId":41946,"journal":{"name":"Health Problems of Civilization","volume":"1 1","pages":""},"PeriodicalIF":0.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71119386","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Importance of ticks in the transmission of selected bacterial pathogens of human diseases","authors":"Patrycja Teodorowicz, M. Weiner","doi":"10.5114/hpc.2022.113599","DOIUrl":"https://doi.org/10.5114/hpc.2022.113599","url":null,"abstract":"","PeriodicalId":41946,"journal":{"name":"Health Problems of Civilization","volume":"1 1","pages":""},"PeriodicalIF":0.4,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"71119216","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
京公网安备 11010802042870号
京ICP备2023020795号-1
扫码关注我们
求助内容：
应助结果提醒方式：