• Title/Summary/Keyword: (physical) Health

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IoT-Based Automatic Water Quality Monitoring System with Optimized Neural Network

  • Anusha Bamini A M;Chitra R;Saurabh Agarwal;Hyunsung Kim;Punitha Stephan;Thompson Stephan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.18 no.1
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    • pp.46-63
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    • 2024
  • One of the biggest dangers in the globe is water contamination. Water is a necessity for human survival. In most cities, the digging of borewells is restricted. In some cities, the borewell is allowed for only drinking water. Hence, the scarcity of drinking water is a vital issue for industries and villas. Most of the water sources in and around the cities are also polluted, and it will cause significant health issues. Real-time quality observation is necessary to guarantee a secure supply of drinking water. We offer a model of a low-cost system of monitoring real-time water quality using IoT to address this issue. The potential for supporting the real world has expanded with the introduction of IoT and other sensors. Multiple sensors make up the suggested system, which is utilized to identify the physical and chemical features of the water. Various sensors can measure the parameters such as temperature, pH, and turbidity. The core controller can process the values measured by sensors. An Arduino model is implemented in the core controller. The sensor data is forwarded to the cloud database using a WI-FI setup. The observed data will be transferred and stored in a cloud-based database for further processing. It wasn't easy to analyze the water quality every time. Hence, an Optimized Neural Network-based automation system identifies water quality from remote locations. The performance of the feed-forward neural network classifier is further enhanced with a hybrid GA- PSO algorithm. The optimized neural network outperforms water quality prediction applications and yields 91% accuracy. The accuracy of the developed model is increased by 20% because of optimizing network parameters compared to the traditional feed-forward neural network. Significant improvement in precision and recall is also evidenced in the proposed work.

Analysis of Research Trends in Elderly Aquatic Exercise Programs (노인 수중운동 프로그램 연구 동향 분석)

  • Dae-Hoon Kim
    • Journal of the Korean Applied Science and Technology
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    • v.40 no.4
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    • pp.650-659
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    • 2023
  • This study selected 14 domestic preceded literatures that applied exercise programs to the elderly for the past 5 years from 2018 to the first half of 2022 to analyze the characteristics of preceded research, applied period of exercise programs, configuration, and effectiveness, and the conclusion is as follows. First, the majority of the subjects were female elderly people in the preceding literature, and the number of subjects was 50 or less, the ages were over 65 years old, and for health status, most of these papers were for healthy elderly people. Second, the period of the aquatic exercise program was mostly applied for 8weeks or more 12 weeks, and the frequency of exercise per week was 3-4 times, and most of the preceding literature was applied with a less 60-minute and 60-minute exercise program during the one-time exercise period. Third, most of the contents of the aquatic exercise program consisted of a aerobic exercise. Fourth, it was confirmed that the effects of aquatic exercise programs were effective in physical fitness factors as well as in psychological factors, body composition, blood components, and other factors.

Mediation analysis of chronotype, sleep-related factors, and depressive symptoms among workers: a cross-sectional study

  • Seo Young Kim;Hyo Jeong Kim;Seong-Sik Cho;Min Young Park;Mo-Yeol Kang
    • Annals of Occupational and Environmental Medicine
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    • v.35
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    • pp.47.1-47.14
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    • 2023
  • Background: This study aimed to examine the impact of chronotype on depressive symptoms and explore the mediating effects of sleep quality, pre-sleep cognitive arousal, and social jetlag in a sample of wage earners. Methods: A total of 3,917 waged workers were surveyed online in July 2022. Logistic regression and mediation analysis were used to assess the relationship between chronotype (morningness, intermediate, and eveningness) and depressive symptoms (Patient Health Questionnaire ≥ 5), and the mediating effects of Insomnia Severity Index (ISI), Pittsburgh Sleep Quality Index (PSQI), and Pre-Sleep Arousal Scale (PSAS). All analyses were adjusted for age, education level, income level, marital status, coffee consumption, alcohol consumption, physical activity, occupation, employment status, and working hours to calculate odds ratios (ORs). Results: The chronotypes of all the participants were divided into morningness (4.7%), intermediate (93.5%), and eveningness (1.8%). Multiple logistic regression analysis showed an increased risk of depression in the eveningness chronotype (OR: 2.96; 95% confidence interval [CI]: 1.51, 5.86). Regarding the mediation analysis, ISI mediated 28.44% (95% CI: 16.39-40.5), PSQI for 31.25% (95% CI: 19.36, 43.15), and PSAS-Cognitive Score (PSAS-C) for 23.58% (95% CI: 10.66, 36.50) of the association between chronotype and depressive symptoms. However, social jetlag did not significantly mediate this relationship. (percentage mediated = 0.75%, 95% CI: -3.88, 5.39) Conclusions: Evening chronotypes exhibit an increased risk of depressive symptoms, which ISI, PSQI, and PSAS-C partially mediated. This suggests that interventions to improve sleep quality and maintain adequate sleep habits may effectively prevent and treat depression in employees with an eveningness chronotype.

Research Trends in integrated Community Care Systems: A Scoping review (지역사회 통합돌봄 제도 연구 동향 분석: 주제 범위 문헌 고찰)

  • Wooyoung Kwon;Gaeun Kim
    • The Journal of the Convergence on Culture Technology
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    • v.10 no.2
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    • pp.225-236
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    • 2024
  • This study was conducted to identify research trends on the integrated community care system in Korea and suggest future research directions. The scoping review method was conducted according to the JBI methodological guidelines. A literature search was conducted in 5 databases (RISS, DBpia, NDSL, KISS, NAL), and 34 papers were selected for the final analysis. The analysis was categorized into user and provider aspects related to community care, and the results from the user aspect showed that variables related to service satisfaction and physical health status were used the most and showed positive results. Provider aspect results mainly studied problems and improvements due to service provision, and many studies showed the need to revitalize inter-agency collaboration systems and the lack of manpower to perform services. Based on the results of this study, in the future expansion of the integrated community care system, it will be necessary to not only establish criteria for selecting subjects, but also secure the expertise of service providers, establish a collaboration system between regions and institutions, and prepare measures to resolve service differences.

Basic Study on the Inclusion of Medical Technologists in the Type of Medical Personnel: Focus on Korea, Japan, and Taiwan (의료기사의 의료인 종별 포함에 관한 기초조사 연구: 한국, 일본, 대만을 중심으로)

  • Bon-Kyeong KOO;Chang Eun PARK
    • Korean Journal of Clinical Laboratory Science
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    • v.56 no.1
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    • pp.21-31
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    • 2024
  • This study provides the underlying data on the inclusion of medical technologists in the category of medical personnel. Medical personnel are defined in the Medical Service Act as physicians, dentists, oriental medicine doctors, midwives, and nurses. In the act, medical technologists shall be classified into clinical laboratory technologists (clinical pathology technologists in the Korean language), radiological technologists, physical therapists, occupational therapists, dental technologists, and dental hygienists. Although South Korea's medical personnel do not include medical technologists, Japan and Taiwan define them as medical personnel. Various standard occupational classification such as International Standard Classification of Occupations 2008, Korean Standard Classification of Occupations 2017, Japan Standard Occupational Classification 2009, Taiwan Standard Occupational Classification 2010, and USA Standard Occupational Classification 2018 were compared. The education system for medical health technologists was explained to include 4-year university and 3-year junior college programs. The roles of medical technologists in medical practice, therapy, and medical assistance were outlined. These basic materials incorporate the need for discussions about the meaning of including medical technologists in the type of medical personnel. These discussions will contribute to the legalization of medical technologists' professionality with regard to their inclusion in the type of medical personnel.

Lifestyle Behaviors in Patients With Gastric Cancer: Continuous Need for Alcohol Abstinence and Muscle Strength Training Education

  • Ji Won Seo;Kyu Na Lee;Kyung Do Han;Ki Bum Park
    • Journal of Gastric Cancer
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    • v.24 no.3
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    • pp.316-326
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    • 2024
  • Purpose: This study was performed to assess the lifestyle-related behaviors of patients with gastric cancer (GC) and to investigate the associations between the time since GC diagnosis and these behaviors. Materials and Methods: This study included 29,478 adults (including 338 patients with GC) aged ≥ 40 years who participated in the Korea National Health and Nutrition Examination Survey 2014-2021. Multiple logistic regression analysis explored the associations between the time since GC diagnosis (patients diagnosed with GC less than 5 years ago [<5 years group] and those diagnosed with GC 5 or more than years ago [≥5 years group]) and lifestyle factors. Subgroup analyses were conducted based on age and sex. Results: The current smoking rate was not lower in the GC group than in the healthy group, regardless of time since diagnosis. Compared to the healthy controls, monthly alcohol intake was lower in the <5 years group (odds ratio [OR], 0.450; 95% confidence interval [CI], 0.275-0.736). The ≥5 years group showed a lower rate of strength training (OR, 0.548; CI, 0.359-0.838), compared with the healthy control group. Subgroup analysis focusing on the ≥5 years group revealed a significantly lower rate of strength training, particularly in patients aged ≥65 years and male patients (OR, 0.519 and 0.553; CI, 0.302-0.890 and 0.340-0.901, respectively). Conclusions: Clinicians should continue educating patients on lifestyle behavior modifications, particularly alcohol abstinence, even beyond 5 years after GC diagnosis. Education on strength training is especially important for patients ≥65 years or male patients.

Effects of Soy Bread on Cardiovascular Risk Factor, Inflammation and Oxidative Stress in Women With Active Rheumatoid Arthritis: A Randomized Double-Blind Controlled Trial

  • Afsaneh Sayyaf;Ehsan Ghaedi;Fatemeh Haidari;Elham Rajaei;Kambiz Ahmadi-engali;Bijan Helli
    • Clinical Nutrition Research
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    • v.13 no.1
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    • pp.22-32
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    • 2024
  • Rheumatoid arthritis (RA) is a systemic inflammatory autoimmune disorder with widespread synovitis. Isoflavones, the main active component of soy, have been reported to have potent anti-inflammatory effects; the previous RA animal models showed the promising effect of soy supplementation. We aimed to evaluate the effect of soy bread on inflammatory markers and lipid profiles in RA patients. The present study was designed as a randomized controlled trial. RA patients were randomly allocated to obtain soy bread (n = 22) or placebo bread (n = 22) for 8 weeks. Fasting serum levels of lipid profile, total antioxidant capacity (TAC), tumor necrosis factor-α (TNF-α), C-reactive protein (CRP), and DAS28 were checked. Findings showed that there were no significant differences between the two groups in physical activity and dietary intake at the beginning of the study and the end of the study. There were no significant differences between the two groups in measured lipid profile markers, including high-density lipoprotein, low-density lipoprotein, total cholesterol, triglyceride, and very low-density lipoprotein, at the end of the trial. In addition, TAC and CRP also were not significant at the end of the trial between the 2 groups (0.66 and 0.12, respectively). However, the serum levels of TNF-α reduced significantly in the soy bread group at the end of the intervention (p < 0.000) and compared with the control group (p < 0.019). Soy bread consumption only decreased circulating TNF-α serum concentration. Other outcome measures were not changed following supplementation. Future long-term, well-designed studies are needed to confirm these findings.

A Relationship of Constitution Type, Lifestyle Status and Metabolic Syndrome Incidence in Korean Adults (우리나라 성인의 사상체질과 생활습관 상태에 따른 대사증후군 발생 위험 상관성)

  • Jieun Kim;Kyoungsik Jeong;Younghwa Baek;Siwoo Lee
    • Journal of Sasang Constitutional Medicine
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    • v.36 no.2
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    • pp.12-26
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    • 2024
  • Objectives We aimed to identify the incidence of metabolic syndrome (MetS) and its clustering components according to constitution type and lifestyle risk factors in Korean adults. Methods This study included 1,978 adults aged 30-55 years from the Korean Medicine Daejeon Citizen Cohort (KDCC) study. We defined lifestyle factors including smoking, alcohol consumption, physical activity, sleep, dietary quality, and weight status. Total lifestyle scores were created based on the six lifestyle factors (ranging from 0 to 5 factors) and classified into two groups: unhealthy (0-2 factors), or healthy (3-5 factors). Cox proportional hazard regression was used to estimate the hazard ratio (HR) and 95% confidence intervals (CIs) of primary endpoints: MetS events and their clustering components. Results During a median follow-up of 2.2 years, we documented 125 new onsets of MetS. Compared with participants with healthy, the HR of unhealthy participants was 2.401 (95% CI: 1.497-3.851) for MetS incidence. After adjusting for covariates, TE type with unhealthy was higher HR values of abdominal obesity (HRs: 1.499, 95%CI: 1.061-2.117) and hypertension (HRs: 1.840, 95%CI: 1.032-3.277), respectively. Conclusion Unfavorable lifestyle factors were highly associated with the prevalence of MetS and its clustering such as abdominal obesity and hypertension in Korean adults with TE. Tailored health management is needed to consider individual traits and healthy lifestyles to prevent cardiometabolic diseases.

The Effect of Hot Spring Bath on muscle spindles and Body Balance (온천욕이 근방추와 인체 균형에 미치는 효과)

  • Si-Kyoung Lee
    • Journal of the Health Care and Life Science
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    • v.10 no.2
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    • pp.387-391
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    • 2022
  • This study is an experimental study to investigate the effect of the body's posture balance through the activity of the proximal vertebrae after conducting a hot spring bath once a week for 4 weeks in 8 college students in their 20s in Gangwon. Using the Win-Track program. As a result of the experiment, before the hot spring bath, the area of the foot supporting the weight was relatively wider than after the hot spring bath, and in the pressure change, both the maximum value and the average pressure value were lower than after the hot spring. As a result of the experiment, the area of the foot supporting the weight and the pressure change of the foot were found due to the near-spine activity. It can be applied to an efficient therapeutic training program for patients with difficulties in maintaining a balanced posture.

Efficacy and Safety of Valganciclovir in Congenital Cytomegalovirus Infection with Isolated Intrahepatic Cholestasis: A Randomized Controlled Trial

  • Salahuddin Mahmud;Tanzila Farhana;Ataul Mustufa Anik;Fayaza Ahmed;Mashud Parvez;Madhabi Baidya;Rafia Rashid;Farhana Tasneem;Ahmed Rashidul Hasan;Mohammad Jahangir Alam;Shafi Ahmed Muaz
    • Pediatric Gastroenterology, Hepatology & Nutrition
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    • v.27 no.5
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    • pp.298-312
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    • 2024
  • Purpose: Cytomegalovirus (CMV) infection affects the hepatic, neurologic, hematopoietic, respiratory, gastrointestinal, and other organs, resulting in a high mortality rate and longterm sequelae. It may cause acute or chronic hepatitis, or even lead to hepatic cirrhosis. Valganciclovir (VGCV) is an effective, safe, and well-tolerated treatment for congenital CMV infection, without any serious adverse effects. This study was conducted to evaluate the clinical, biochemical, and virological profiles of infants with CMV with intrahepatic cholestasis and to determine the outcomes with or without treatment with VGCV. Methods: Twenty infants aged <6 months diagnosed with congenital CMV infection with evidence of intrahepatic cholestasis were included in this study. Randomization was used to divide the study participants into 2 groups. The control group (n=10) was treated with only supportive management, and the intervention group (n=10) was treated with oral VGCV at 16 mg/kg/dose 12 hours a day for 6 weeks plus supportive treatments. Physical examinations and biochemical, serological, and virological tests were performed at the time of diagnosis and at the end of 6 weeks and 6 months. Results: The control and intervention groups were compared in terms of clinical and laboratory parameters such as jaundice, dark urine, pale stool, hepatomegaly, total bilirubin, aminotransferases, gamma-glutamyl transferase, alkaline phosphatase, and CMV polymerase chain reaction load, which showed a significant reduction after treatment in the intervention group (p<0.05) with oral VGCV, with very few side effects, whereas the control group showed no significant changes. Conclusion: Oral VGCV can be used to effectively treat CMV infection with intrahepatic cholestasis without notable side effects.