• Title/Summary/Keyword: Community Detection

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Factors Affecting Early Detection Behaviors of Breast Cancer (외래내원여성의 유방암 조기검진행위에 영향을 미치는 요인)

  • Kim, Young-Im;Yang, Soo-Hyung;Jung, Hye-Sun;Lee, Chang-Hyun
    • Research in Community and Public Health Nursing
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    • v.15 no.1
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    • pp.155-164
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    • 2004
  • Purpose: The purpose of this study was to identify factors affecting early detection behaviors of breast cancer such as breast self examination(BSE), breast physical examination, mammography. Method: The subjects were 141 women on an island and materials were collected through an organized questionnaire from March, to August 2002. The data were analyzed by using descriptive statistics, $x^2$ and logistic analysis by SAS program. Results: 52.7% of the subjects performed breast self examination, 67.2% did breast physical examination and 67.7% did mammography. That is, about 60% of the subjects performed early detection behavior to find the breast cancer. Practice of breast self examination was significantly correlated with experience of physician examination and mammography. The most significant factor on BSE was a normal salted diet, and the most significant factor on physical examination and mammography was the high education level of subjects. Conclusions: According to the results of this study, it suggests that intensive education and information strategies for breast cancer early detection need to be developed. In particular, early detection programs for lower educated women should be activated.

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Water Distribution Network Partitioning Based on Community Detection Algorithm and Multiple-Criteria Decision Analysis

  • Bui, Xuan-Khoa;Kang, Doosun
    • Proceedings of the Korea Water Resources Association Conference
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    • 2020.06a
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    • pp.115-115
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    • 2020
  • Water network partitioning (WNP) is an initiative technique to divide the original water distribution network (WDN) into several sub-networks with only sparse connections between them called, District Metered Areas (DMAs). Operating and managing (O&M) WDN through DMAs is bringing many advantages, such as quantification and detection of water leakage, uniform pressure management, isolation from chemical contamination. The research of WNP recently has been highlighted by applying different methods for dividing a network into a specified number of DMAs. However, it is an open question on how to determine the optimal number of DMAs for a given network. In this study, we present a method to divide an original WDN into DMAs (called Clustering) based on community structure algorithm for auto-creation of suitable DMAs. To that aim, many hydraulic properties are taken into consideration to form the appropriate DMAs, in which each DMA is controlled as uniform as possible in terms of pressure, elevation, and water demand. In a second phase, called Sectorization, the flow meters and control valves are optimally placed to divide the DMAs, while minimizing the pressure reduction. To comprehensively evaluate the WNP performance and determine optimal number of DMAs for given WDN, we apply the framework of multiple-criteria decision analysis. The proposed method is demonstrated using a real-life benchmark network and obtained permissible results. The approach is a decision-support scheme for water utilities to make optimal decisions when designing the DMAs of their WDNs.

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A Novel Study on Community Detection Algorithm Based on Cliques Mining (클리크 마이닝에 기반한 새로운 커뮤니티 탐지 알고리즘 연구)

  • Yang, Yixuan;Peng, Sony;Park, Doo-Soon;Kim, Seok-Hoon;Lee, HyeJung;Siet, Sophort
    • Proceedings of the Korea Information Processing Society Conference
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    • 2022.11a
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    • pp.374-376
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    • 2022
  • Community detection is meaningful research in social network analysis, and many existing studies use graph theory analysis methods to detect communities. This paper proposes a method to detect community by detecting maximal cliques and obtain the high influence cliques by high influence nodes, then merge the cliques with high similarity in social network.

An Analysis of Nursing Research on Cancer Prevention and Early Detection, Reported in Korea from 1980-2001 (한국인 6대 암의 예방과 조기발견 관련 연구논문 분석)

  • Park, Jeong-Sook;Oh, Yun-Jung;Jang, Hee-Jung;Choi, Young-Hee;Park, Eun-A
    • Research in Community and Public Health Nursing
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    • v.13 no.2
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    • pp.363-375
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    • 2002
  • Objectives: The aim of this study was to analyze the trend of research on cancer prevention and early detection in Korea, in order to suggest a future direction of research on cancer prevention and early detection for Koreans. Methods: A total of 97 studies published from 1980 to 2001 were analyzed according to the year of publication, research design, journal type, cancer type, major study concepts, and findings. Results: 1) The number of studies related to cancer prevention and early detection had increased rapidly since the year 1995. 2) The most frequently used research design in the studies was the descriptive study design (55.7%). 3) There were 10 master's theses on cancer prevention and early detection, and 10 studies published in the Korean Epidemiology Journal. 4) When classified by the published field, 47 studies (48.5%) were published in nursing journals, 46 studies (47.4%) were published in medical journals, and 4 studies (4.1%) were published in public health journals. 5) The major topics of the studies were cancer prevention (51.5%), early detection (44.4%), and cancer prevention and early detection (4.1%). 6) Breast cancer was the most largely addressed issue in the studies (N=25; 25.7%), followed by lung cancer (N=23; 23.7%), hepatoma (N=17; 17.5%), gastric cancer (N=16; 16.5%), other general type of cancer (N=6; 6.2%), colorectal cancer (N=5; 5.2%) and cervical cancer (N=5; 5.2%). Conclusion: It is suggested that there should be more studies on cancer prevention and early detection in the future, and, particularly, experimental studies to exam the effects of intervention on cancer prevention and early detection are considered necessary.

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Qualitative Assessment of Breast Cancer Early Detection Services Provided through Well Woman Clinics in the District of Gampaha in Sri Lanka

  • Vithana, Palatiyana Vithanage Sajeewanie Chiranthika;Hemachandra, Nilmini Nilangani;Ariyaratne, Yasantha;Jayawardana, Pushpa Lalani
    • Asian Pacific Journal of Cancer Prevention
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    • v.14 no.12
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    • pp.7639-7644
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    • 2013
  • Background: Breast cancer is the most common cancer diagnosed among women in Sri Lanka. Early detection can lead to reduction in morbidity and mortality. The objective here was to identify perceptions of public health midwives (PHMs) on the importance of early detection of breast cancer and deficiencies of and suggestions on improving existing breast cancer early detection services provided through Well Woman Clinics. Materials and Methods: A qualitative study using four focus group discussions (FGDs) were conducted among 38 PHMs in the Gampaha district in Sri Lanka and the meetings were audio-recorded, transcribed and analyzed using constant comparison and identifying themes and categories. Results: All the PHMs had a firm realization on the need of breast cancer early detection. The four FGDs among PHMs revealed non-availability of guidelines, inadequacy of training, lack of skills and material to provide health education, inability to provide privacy during clinical examination, shortage of stationery, lack of community awareness and motivation. The suggestions for the improvements of the programme identified in FGDs were capacity building of PHMs, making availability of guidelines, rescheduling clinics, improving the supervision, strengthening the monitoring, improving coordination between clinical and preventive sectors, and improving community awareness. Conclusions: Results of the FGDs can provide useful information on components to be improved in breast cancer early detection services. Study recommendations were training programmes at basic and post basic levels on a regular basis and supervision for the sustainance of the breast cancer early detection program.

Alternative and Rapid Detection Methods for Wastewater Surveillance of SARS-CoV-2 (SARS-CoV-2의 하수조사를 위한 대체 및 신속 검출 방법)

  • Jesmin Akter;Bokjin Lee;Jai-Yeop Lee;Chang Hyuk Ahn;Nishimura Fumitake;ILHO KIM
    • Journal of Korean Society on Water Environment
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    • v.40 no.1
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    • pp.19-35
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    • 2024
  • The global pandemic, coronavirus disease caused by Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), has led to the implementation of wastewater surveillance as a means to monitor the spread of SARS-CoV-2 prevalence in the community. The challenging aspect of establishing wastewater surveillance requires a well-equipped laboratory for wastewater sample analysis. According to previous studies, RT-PCR-based molecular tests are the most widely used and popular detection method worldwide. However, this approach for the detection or quantification of SARS-CoV-2 from wastewater demands a specialized laboratory, skilled personnel, expensive instruments, and a workflow that typically takes 6 to 8 hours to provide results for a few samples. Rapid and reliable alternative detection methods are needed to enable less-well-qualified practitioners to set up and provide sensitive detection of SARS-CoV-2 within wastewater at regional laboratories. In some cases, the structural and molecular characteristics of SARS-CoV-2 are unknown, and various strategies for the correct diagnosis of COVID-19 have been proposed by research laboratories. The ongoing research and development of alternative and rapid technologies, namely RT-LAMP, ELISA, Biosensors, and GeneXpert, offer a wide range of potential options not only for SARS-CoV-2 detection but also for other viruses. This study aims to discuss the effective regional rapid detection and quantification methods in community wastewater.

Costing of a State-Wide Population Based Cancer Awareness and Early Detection Campaign in a 2.67 Million Population of Punjab State in Northern India

  • Thakur, JS;Prinja, Shankar;Jeet, Gursimer;Bhatnagar, Nidhi
    • Asian Pacific Journal of Cancer Prevention
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    • v.17 no.2
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    • pp.791-797
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    • 2016
  • Background: Punjab state is particularly reporting a rising burden of cancer. A 'door to door cancer awareness and early detection campaign' was therefore launched in the Punjab covering about 2.67 million population, wherein after initial training accredited social health activists (ASHAs) and other health staff conducted a survey for early detection of cancer cases based on a twelve point clinical algorithm. Objective: To ascertain unit cost for undertaking a population-based cancer awareness and early detection campaign. Materials and Methods: Data were collected using bottom-up costing methods. Full economic costs of implementing the campaign from the health system perspective were calculated. Options to meet the likely demand for project activities were further evaluated to examine their worth from the point of view of long-term sustainability. Results: The campaign covered 97% of the state population. A total of 24,659 cases were suspected to have cancer and were referred to health facilities. At the state level, incidence and prevalence of cancer were found to be 90 and 216 per 100,000, respectively. Full economic cost of implementing the campaign in pilot district was USD 117,524. However, the financial cost was approximately USD 6,301. Start-up phase of campaign was more resource intensive (63% of total) than the implementation phase. The economic cost per person contacted and suspected by clinical algorithm was found to be USD 0.20 and USD 40 respectively. Cost per confirmed case under the campaign was 7,043 USD. Conclusions: The campaign was able to screen a reasonably large population. High to high economic cost points towards the fact that the opportunity cost of campaign put a significant burden on health system and other programs. However, generating awareness and early detection strategy adopted in this campaign seems promising in light of fact that organized screening is not in place in India and in many developing countries.

Depression and suicidal ideation in community-dwelling older adults in Korea

  • Kwon, So-Hi;Sohn, Myungji
    • Journal of the Korean Data and Information Science Society
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    • v.25 no.3
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    • pp.655-663
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    • 2014
  • This study aimed to investigate the prevalence of depression and suicidal ideation in community-dwelling older adults in Korea, as well as identify factors associated with their occurrence, including cognitive impairment. A cross-sectional study of 484 residents was conducted at a senior centre utilising the PHQ-9K and K-MMSE. Demographic data were also collected for analysis. Of the respondents, 38.1% had symptoms of mild to severe depression. Further, 16.7% reported having suicidal ideation, with 5% of respondents having thoughts of suicide every day. The majority of participants had 'normal' scores on the K-MMSE (88.0%), though significant differences were observed in PHQ-9K scores between cognitive-acceptable and cognitive-impaired groups. Depressive symptoms and suicidal ideation were very prevalent in community-dwelling older adults in Korea. This study indicates the need for the development of community-based mental health programs tailored to older adults, and demonstrates the viability of promoting early detection of depressive symptoms through senior centres.

Correlations Among Threshold and Assessment for Salty Taste and High-salt Dietary Behavior by Age (연령별 짠맛 역치, 짠맛 미각판정치와 짜게 먹는 식행동과의 상관성 분석)

  • Jiang, Lin;Jung, Yun-Young;Lee, Yeon-Kyung
    • Korean Journal of Community Nutrition
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    • v.21 no.1
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    • pp.75-83
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    • 2016
  • Objectives: The purpose of this study was to analyze correlation thresholds and assessment for salty taste and high-salt dietary behaviors by age. Methods: A total of 524 subjects including 100 each of elementary school students, middle school students, college students, and elderly as well as 124 adults were surveyed for detection and recognition thresholds, salty taste assessments, and high-salt dietary behaviors. Results: Elementary students had a lower detection threshold (p<0.05) and recognition threshold (p<0.01) than did the other groups. Salty taste assessments were lowest among elementary students, followed by middle school students, while college students, adults, and elderly had higher assessment score (p<0.001). Elementary students had significantly lower scores for high-salt dietary behavior than did middle school students, college students, adults and elderly (p<0.001). Middle school students had higher scores for high-salt dietary behavior than did elementary school students and elderly (p<0.001) but no meaningful difference was found in dietary behavior scores between college students, adults, and elderly. There were positive correlations between high-salt dietary behavior and detection thresholds (p<0.001), recognition thresholds (p<0.001), and salty taste assessment (p<0.001). High-salt dietary behavior was more positively correlated with salty taste assessment than detection and recognition thresholds for salty taste. Conclusions: This study suggested that salty taste assessments were positively associated with scores for the detection and recognition thresholds and high-salt dietary behavior.

Psychosocial Intervention for Patients with Schizophrenia (조현병 환자를 위한 정신사회적 중재)

  • Kim, Sung-Wan
    • Journal of Korean Neuropsychiatric Association
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    • v.57 no.3
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    • pp.235-243
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    • 2018
  • Treatment of schizophrenia has as its ultimate goals, the functional recovery of the patients and improvement of their quality of life. While antipsychotic medication is the fundamental method for treating schizophrenia, it has certain limitations in terms of treating the illness beyond its positive symptoms. Therefore, psychosocial intervention should be used in tandem with pharmacological methods in treating schizophrenia. The efficacy of several modes of psychosocial intervention for improving outcomes in schizophrenia is well attested. Approximately 10 modes of psychosocial intervention have been recommended based on existing evidence, including family intervention, cognitive behavioral therapy, supported employment, early intervention services, lifestyle intervention for physical health enhancement, treatment of comorbid substance abuse, assertive community treatment, cognitive remediation, social skills training, and peer support. Ideally, these interventions are offered to patients in combination with one another. Over the last decade, increased emphasis has been placed on early detection and intervention, with particular focus on long-term recovery. Early intervention with comprehensive psychosocial interventions should be enacted promptly from the initial detection of schizophrenia.