• Title/Summary/Keyword: screening methods

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A Statistical Approach to Screening Product Design Variables for Modeling Product Usability (사용편의성에 영향을 미치는 제품 설계 변수의 통계적 선별 방법)

  • Kim, Jong-Seo;Han, Seong-Ho
    • Journal of the Ergonomics Society of Korea
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    • v.19 no.3
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    • pp.23-37
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    • 2000
  • Usability is one of the most important factors that affect customers' decision to purchase a product. Several studies have been conducted to model the relationship between the product design variables and the product usability. Since there could be hundreds of design variables to be considered in the model, a variable screening method is required. Traditional variable screening methods are based on expert opinions (Expert screening) in most Kansei engineering studies. Suggested in this study are statistical methods for screening important design variables by using the principal component regression(PCR), cluster analysis, and partial least squares(PLS) method. Product variables with high effect (PCR screening and PLS screening) or representative variables (Cluster screening) can be used to model the usability. Proposed variable screening methods are used to model the usability for 36 audio/visual products. The three analysis methods (PCR, Cluster, and PLS) show better model performance than the Expert screening in terms of $R^2$, the number of variables in the model, and PRESS. It is expected that these methods can be used for screening the product design variables efficiently.

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The Relationship between Cancer Screening Rates and Promotional Methods in Incheon Metropolitan City (인천광역시 국가암검진 홍보방법과 수검률의 관련성)

  • Kim, Jong Doo
    • Health Policy and Management
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    • v.26 no.4
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    • pp.382-389
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    • 2016
  • Background: National cancer screening reduces mortality from stomach, colon, breast, and cervical cancer. However, cancer screening rates remain lower than 50% in Korea. This research was designed to make effective guidelines for cancer screening promotion to increase participation rate in cancer screening. Methods: Data was collected from Incheon regional cancer center's telephone survey 'Recognition of cancer prevention and control' of 861 Incheon citizens over age 40. Logistic regression was used to analyse a relationships between cancer screening rates and promotional methods. PASW SPSS ver. 18.0 program (SPSS Inc., Chicago, IL, USA) was used for statistical analysis. Results: About 27.4% of respondents (236 of 861 respondents) have recognized the promotional program of Incheon regional cancer center for cancer screening participation. Cancer screening rate was associated with age group, educational level for stomach cancer, age group, bus advertisement (odds ratio, 1.19 to 2.75) for colon cancer, educational level, residential area for breast cancer, and age group for cervical cancer. Conclusion: There was relationship between stomach cancer screening rates and promotional methods. Therefore, cancer screening promotion guidelines to increase participation rate should be considered.

Relationships between Knowledge about Early Detection, Cancer Risk Perception and Cancer Screening Tests in the General Public Aged 40 and Over (암 조기발견 지식.암발생 위험성 지각과 암 조기검진 수검 여부와의 관계: 40세 이상 일반인 대상으로)

  • Yang, Young-Hee
    • Asian Oncology Nursing
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    • v.12 no.1
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    • pp.52-60
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    • 2012
  • Purpose: This study is to determine knowledge about early detection and risk perception of cancer according to taking cancer screening tests in the general population. Methods: The participants were 151 people aged 40 years or older. A questionnaire consisted of knowledge about early detection (warning signs, cancer screening methods, general knowledge for early detection), cancer risk perception and history of cancer screening during past 2 years. Results: The percentages of correct answers were 64.7% in knowledge about warning signs, 73.7% in knowledge of cancer screening tests and 80.1% in general knowledge for early detection. Participants had the highest knowledge about screening methods for stomach cancer and the lowest for liver and colon cancer. The level of risk perception was medium. The participants who participated in cancer screening showed lower risk perception than those who did not. There was no significant relationship between knowledge and performance of cancer screening. The primary reason for not participating in cancer screening was patient's perception of their own health. Conclusion: These results suggest that cancer risk perception can affect the performance of cancer screening and we need to study how to handle this problem. Additionally screening programs should focus on liver cancer and colon cancer.

Screening Methods for the Identification of Irradiated Foods

  • Shahbaz, Hafiz Muhammad;Ahn, Jae-Jun;Akram, Kashif;Kwon, Joong-Ho
    • Current Research on Agriculture and Life Sciences
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    • v.31 no.1
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    • pp.1-10
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    • 2013
  • The exposure of food to ionizing radiation has been recognized as a safe and effective mode of food preservation in more than 55 countries. The benefits include eradication of insect pests, inactivation of food pathogens, extension of shelf-life, and improvement in food hygiene. Regulatory authorities around the world have emphasized the implementation of various national and international regulations to facilitate trade and development of consumers' confidence in purchasing irradiated foods. Therefore, the need for reliable irradiation detection methods has increased to enforce these regulations. At present, a number of promising analytical approaches have been developed and evaluated. Moreover, about 10 European Standards have been adopted as General CODEX Alimentarius methods for the detection of irradiated foodstuffs. However, most of these methods demand relatively expensive equipment and prolonged sample preparation. Therefore, simple and cost-effective approaches would be advantageous for rapid screening of foodstuffs. The suspected samples need to be analyzed further with more validated techniques to confirm the screening results. In this review, existing screening methods (i.e. physical, chemical, and biological) for the identification of irradiated foods have been outlined along with their principles, scopes and limitations.

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Current Status of Gastric Cancer Screening (위암 선별검사 현황)

  • Sung Eun Kim
    • Journal of Digestive Cancer Research
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    • v.4 no.2
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    • pp.107-112
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    • 2016
  • Gastric cancer is the fifth most common malignancy in the world and still remains the third and fifth leading cause of cancer death in male and female, respectively. In terms of the cancer survival, the survival of gastric cancer is low in the West with showed 5-year survival rates of 10-30%, whereas the survival rates in Asia is more than 50%. The reason of the higher survival rate from gastric cancer in Asia partially related with the availability of gastric cancer screening programs, however, the population-based screening for gastric cancer has been conducted just in Korea and Japan. Therefore, more effective method for detecting the gastric cancer is needed for countries without a population-based gastric cancer screening. Endoscopy is the most effective method for diagnosis of gastric cancer however, it requires a large infrastructure including a large number of endoscopic equipment and well-trained endoscopists. To overcome these problems, several noninvasive methods (such as serologic markers, biomarkers, cancer autoantibodies, and exhaled breath analysis) for diagnosis of gastric cancer screening are suggested. This review addresses the conventional methods and the emerging methods for gastric cancer screening.

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Evidence-based Screening, Early Diagnosis and Treatment Strategy of Cervical Cancer for National Policy in Low-resource countries: Example of India

  • Saxena, Upma;Sauvaget, Catherine;Sankaranarayanan, Rengaswamy
    • Asian Pacific Journal of Cancer Prevention
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    • v.13 no.4
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    • pp.1699-1703
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    • 2012
  • Cervical cancer remains the most frequent cancer in women from the developing world. More than 88% of deaths occur in low-income countries, and it is predicted to climb to 91.5% by 2030. Although Pap-based screening programmes have shown to be effective in reducing the disease burden in high-resource countries, implementation and sustention of cytology-based programmes is quite challenging in low-resource settings. The present paper reviews evidence-based alternatives of screening methods, triaging algorithm, treatment of cervical precancerous lesions, and age-group at screening appropriate for low-income countries. Evidence shows that visual inspection methods using diluted acid acetic or Lugol's iodine, and HPV-DNA testing are more sensitive tests than the Pap-smear screening test. Visual inspection allows an immediate result and, when appropriate, may be immediately followed by cryotherapy, the so called "screen-and-treat" approach, achieved in a single visit, by trained nurses and midwives. Examples of cervical cancer prevention programmes in India and selected low-income countries are given.

Awareness of Cancer Screening During Treatment of Patients with Renal Failure: A Physician Survey in Turkey

  • Uysal-Sonmez, Ozlem;Tanriverdi, Ozgur;Uyeturk, Ummugul;Budakoglu, Isil Irem;Kazancioglu, Rumeyza;Turker, Ibrahim;Budakoglu, Burcin;Yalcintas-Arslan, Ulku;Oksuzoglu, Berna
    • Asian Pacific Journal of Cancer Prevention
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    • v.15 no.5
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    • pp.2165-2168
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    • 2014
  • Background: Today, survival rate of patients with chronic renal failure/hemodialysis has increased so that chronic illnesses are more likely to occur. Cancer is the main cause of morbidity and mortality in such patients. Aim: In this study, physician attitudes were examined about cancer screening in patients with renal failure. Materials and Methods: This study was done by face to face questionnaire in the $27^{th}$ National Nephrology Congress to determine if the physicians dealing with chronic renal failure, hemodialysis or renal transplanted patients, recommend cancer screening or not and the methods of screening for cervix, prostate, breast and colon cancer. Results: One hundred and fifty six physicians were included in the survey. A total of 105 (67%) participants were male and the age of responders was $48{\pm}9$ years. About 29% were specialists in nephrology, 28% internal medicine, and 5% were other areas of expertise. Some 48% of participants were hemodialysis certified general practitioners. Patients were grouped as compensated chronic renal failure, hemodialysis or renal transplanted. Of the 156 responders, 128 (82%) physicians recommended breast cancer screening and the most recommended subgroup was hemodialysis patients (15%). The most preferred methods of screening were combinations of mammography, self breast examination and physicianbreast examination. 112 (72%) physicians recommended cervix cancer screening, and the most preferred method of screening was pap-smear. Colon cancer screening was recommended by 102 (65%) physicians and prostate screening by 109 (70%) physicians. The most preferred methods of screening were fecal occult blood test and PSA plus rectal digital test, respectively. Conclusions: It is not obvious whether cancer screening in renal failure patients is different from the rest of society. There is a variety of screening methods. An answer can be found to these questions as a result of studies by a common follow-up protocol and cooperation of nephrologists and oncologists.

Estimation of Predictive Value of a Positive Test from a Screening Test

  • Shin, Hyun Chul;Park, Sang Gue;Kim, Yong Hee
    • Communications for Statistical Applications and Methods
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    • v.10 no.2
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    • pp.567-574
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    • 2003
  • The estimation problem of predictive value of a positive test(PVP), which is assessing the accuracy of a screening test is considered. Score methods discussed by Gart and Nam(1988) are proposed for constructing confidence interval for PVP. The simulation studies are conducted in evaluating the proposed methods and existing approximate ones.

Barriers to Breast and Cervical Cancer Screening in Singapore: a Mixed Methods Analysis

  • Malhotra, Chetna;Bilger, Marcel;Liu, Joy;Finkelstein, Eric
    • Asian Pacific Journal of Cancer Prevention
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    • v.17 no.8
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    • pp.3887-3895
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    • 2016
  • Background: In order to increase breast and cervical cancer screening uptake in Singapore, women's perceived barriers to screening need to be identified and overcome. Using data from both focus groups and surveys, we aimed to assess perceived barriers and motivations for breast and cervical cancer screening. Materials and Methods: We conducted 8 focus groups with 64 women, using thematic analysis to identify overarching themes related to women's attitudes towards screening. Based on recurring themes from focus groups, several hypotheses regarding potential barriers and motivations to screen were generated and tested through a national survey of 801 women aged 25-64. Results: Focus group participants had misconceptions related to screening, believing that the procedures were painful. Cost was an issue, as well as efficacy and fatalism. Conclusions: By identifying barriers to and motivators for screening through a mixed-method design that has both nuance and external validity, this study offers valuable suggestions to policymakers to improve breast and cervical cancer screening uptake in Singapore.

Evaluation of Advanced Structure-Based Virtual Screening Methods for Computer-Aided Drug Discovery

  • Lee, Hui-Sun;Choi, Ji-Won;Yoon, Suk-Joon
    • Genomics & Informatics
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    • v.5 no.1
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    • pp.24-29
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    • 2007
  • Computational virtual screening has become an essential platform of drug discovery for the efficient identification of active candidates. Moleculardocking, a key technology of receptor-centric virtual screening, is commonly used to predict the binding affinities of chemical compounds on target receptors. Despite the advancement and extensive application of these methods, substantial improvement is still required to increase their accuracy and time-efficiency. Here, we evaluate several advanced structure-based virtual screening approaches for elucidating the rank-order activity of chemical libraries, and the quantitative structureactivity relationship (QSAR). Our results show that the ensemble-average free energy estimation, including implicit solvation energy terms, significantly improves the hit enrichment of the virtual screening. We also demonstrate that the assignment of quantum mechanical-polarized (QM-polarized) partial charges to docked ligands contributes to the reproduction of the crystal pose of ligands in the docking and scoring procedure.