• Asian Pacific Journal of Cancer Prevention
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• v.14 no.9
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• pp.5023-5029
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• 2013

Background: To evaluate knowledge about screening tests and tests without proven screening value in a Greek Breast Unit population undergoing benign vacuum-assisted breast biopsy (VABB). Materials and Methods: This study included 81 patients. Three knowledge-oriented items (recommended or not, screening frequency, age of onset) were assessed. Regarding screening tests two levels of knowledge were evaluated: i). crude knowledge (CK), i.e. knowledge that the test is recommended and ii). advanced knowledge (AK), i.e. correct response to all three knowledge-oriented items. Solely CK was evaluated for tests without proven screening value. Risk factors for lack of knowledge were assessed with multivariate logistic regression. A second questionnaire was administered 18 months after VABB to assess its impact on the performance of tests. Results: Concerning screening tests considerable lack of AK was noted (mammogram, 60.5%; Pap smear, 59.3%; fecal occult blood testing, 93.8%; sigmoidoscopy, 95.1%). Similarly lack of CK was documented regarding tests without proven screening value (breast self-examination, 92.6%; breast MRI, 60.5%; abdominal ultrasound, 71.6%; barium meal, 48.1%; urine analysis, 90.1%; chest X-Ray, 69.1%; electrocardiogram, 74.1%; cardiac ultrasound, 75.3%). Risk factors for lack of AK were: place of residence (mammogram), age (Pap smear), personal income (sigmoidoscopy); risk factors for lack of CK included number of offspring (breast MRI, chest X-Ray), BMI (abdominal ultrasound), marital status (urine analysis), current smoking status (electrocardiogram). VABB's only effect was improvement in mammogram rates. Conclusions: A considerable lack of knowledge concerning screening tests and misperceptions regarding those without proven value was documented.

• Journal of the Korean Society of Manufacturing Technology Engineers
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• v.22 no.3_1spc
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• pp.496-503
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• 2013

Recently, the death rate owing to breast cancers has been increasing, and the occurrence age for breast cancers is lowering every year. Mammography is known to be a reliable detection method for breast cancers and works by detecting texture changes, calcifications, and other potential symptoms. In this research on breast cancer detection, candidate objects were detected by using image processing on mammograms, and feature analysis was used to classify candidate objects as benign tumors and malignant tumors. To find candidate objects, image pre-processing and binarization using multiple thresholds, and the grouping of micro-calcifications were used. More than 50 shape features and intensity features were used in the classification. The performance of the detection algorithm by using Euclidian distance method for benign tumors was 93%, and the classification error rate was approximately 2%.

• Journal of Korean Public Health Nursing
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• v.18 no.1
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• pp.187-194
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• 2004

The purpose of this study was to explain mammography screening behavior of Korean women using components of Health Belief Model. A total of 310 women aged 30 and older participated in the study. Of the participants. 155 women who obtained a mammogram during the data collection period were classified as the mammography group and the other 155 who had never had a mammogram were classified as the non-mammography group. The researcher developed instrument used in the study. which included demographic variables and questions measuring the concepts of the HBM components. Trained data collectors administered the questionnaire employing a face-to-face survey method in the waiting areas of hospitals and health promotion centers. The study results indicated that age. knowledge. perceived susceptibility. and self-efficacy were identified as the significant variables in explaining Korean women's mammography screening behavior, whereas, perceived severity, perceived benefits, and perceived barriers were not significantly related to mammography screening behavior of the participants. The findings from this study can be used to guide the design and implementation of health education and health promotion programs in order to promote mammography utilization among Korean women.

• Research in Community and Public Health Nursing
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• v.18 no.3
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• pp.420-430
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• 2007

Purpose: This study was to identify factors affecting regular mammography screening behavior of outpatients. The target subjects were 150 women who had visited the breast clinic at the university hospital, and the study period was around 10 months from March to December 2006. Data were analyzed by using $\chi^2$-test, t-test and logistic regression analysis. Results: Of the subjects, 50% experienced mammography and 31.6% took mammography regularly. In the relational analysis between various factors and regular mammography, there were significant differences among the $41{\sim}50$ year old group, the employed group, the high income group, the regular exercise group, the non-drinking group, and the previously x-rayed group. And, in the Logistic Regression analysis, those who preferred bean food were 3.20 times more likely to take mammogram regularly, and those who married were 3.49 times more likely to do than the unmarried. Also, those who had low health belief and who were under age 51 were less likely to take regular mammogram. Conclusion: In order to increase the rate of conducting regular mammography, there must be different intervention strategies according to food habit, marital status and age, and a support system must be devised to increase health belief about breast cancer.

• International Journal of Computer Science & Network Security
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• v.23 no.7
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• pp.39-48
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• 2023

Breast cancer screening makes extensive utilization of mammography. Even so, there has been a lot of debate with regards to this application's starting age as well as screening interval. The deep learning technique of transfer learning is employed for transferring the knowledge learnt from the source tasks to the target tasks. For the resolution of real-world problems, deep neural networks have demonstrated superior performance in comparison with the standard machine learning algorithms. The architecture of the deep neural networks has to be defined by taking into account the problem domain knowledge. Normally, this technique will consume a lot of time as well as computational resources. This work evaluated the efficacy of the deep learning neural network like Visual Geometry Group Network (VGG Net) Residual Network (Res Net), as well as inception network for classifying the mammograms. This work proposed optimization of ResNet with Teaching Learning Based Optimization (TLBO) algorithm's in order to predict breast cancers by means of mammogram images. The proposed TLBO-ResNet, an optimized ResNet with faster convergence ability when compared with other evolutionary methods for mammogram classification.

• Health Policy and Management
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• v.27 no.2
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• pp.157-166
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• 2017

Background: Women with family history of breast cancer are more likely to be worried about having cancer and participate in breast cancer screening. However, few studies have examined relationship between family history, cancer worries, and participating in breast cancer screening in Korea. This study is to identify relationship between family history, cancer worries, and participating in breast cancer screening among women with and without family history of cancer. Methods: Respondents were 2,364 women who based on the 2013 Korean National Cancer Screening Survey which is done by National Cancer Center in Korea. Chi-square tests were performed to determine differences of cancer worries, undergoing of breast cancer screening and methods such as mammogram and ultrasonogram with and without cancer family history. Univariate and multiple logistic regression were performed to identify if family history and cancer worries are related factors on participating in breast cancer screening and methods. Stratified analysis was performed to confirm the effect of ultrasonogram on the dense breast by age. Results: Women with cancer family history frequently checked condition for conscious of having cancer (p=0.0299) and had highly perception of risk about having cancer in the future ($p{\leq}0.0001$). Women aged 30-49 did not perform significantly more ultrasonogram than women aged over 50 years old. Checking condition (moderate odds ratio [OR], 1.38; 95% confidence interval [CI], 1.20-2.08; frequently OR, 1.58; 95% CI, 1.08-1.76) and perception of risk (moderate OR, 3.12; 95% CI, 1.06-7.06; high OR, 2.74; 95% CI, 1.20-8.08) were related to participate in mammogram and ultrasonogram. A positive family history was related to 1.35 higher odds of performing only breast ultrasonogram (95% CI, 1.04-1.75). Conclusion: This study requires national education and publicity to reduce the unnecessary cost of screening, to be possible cost effective screening and to encourage women to receive more mammogram, especially women aged over 50 years old and with socioeconomic factors related to opportunistic screening.

• Asian Pacific Journal of Cancer Prevention
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• v.16 no.9
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• pp.3981-3990
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• 2015

Background: Breast cancer is the most common type of cancer in Jordan. Current efforts are focused on annual campaigns aimed at increasing awareness about breast cancer and encouraging women to conduct mammogram screening. In the absence of regular systematic screening for breast cancer in Jordan, there is a need to evaluate current mammography screening uptake and its predictors, assess women's knowledge and attitudes towards breast cancer and screening mammograms and to identify barriers to this preventive service. Materials and Methods: This cross-sectional study was conducted in six governorates in Jordan through face-to-face interviews on a random sample of women aged 40 to 69 years. Results: A total of 507 participants with mean age of $46.8{\pm}7.8$ years were interviewed. There was low participation rate in early detection of breast cancer practices. Breast self-examination, doctor examination and periodic mammography screening were reported by 34.9%, 16.8% and 8.6% of study participants, respectively. Additionally 3.8% underwent breast cancer screening at least once but not periodically, while 87.6% had never undergone mammography screening. Reported reasons for conducting the screening were: perceived benefit (50%); family history of breast cancer (23.1%); perceived severity (21.2%); and advice from friend or family member (5.8%). City residents have shown higher probability of undergoing mammogram than those who live in towns or villages. Results revealed negative perceptions and limited knowledge of study participants on breast cancer and breast cancer screening. The most commonly reported barriers for women who never underwent screening were: fear of results (63.8%); no support from surrounding environment (59.7); cost of the test (53.4%); and religious belief, i.e. Qadaa Wa Qadar (51.1%). Conclusions: In the absence of regular systematic screening for breast cancer in Jordan, the uptake of this preventive service is very low. It is essential for the country of Jordan to work on applying regular systematic mammography screening for breast cancer. Additionally, there is a need for improvement in the current health promotion programmes targeting breast cancer screening. Other areas that could be targeted in future initiatives in this field include access to screening in rural areas and removal of current barriers.

• 제어로봇시스템학회:학술대회논문집
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• 1991.10b
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• pp.1752-1757
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• 1991

This paper presents a new method for detecting microcalcifications on mammograms by using morphological filter. This filter is an extension of Top-hat transformation in morphological operations with multi-scale and multiple structuring elements. The proposed method makes it possible to detect geometrical structures considered to be microcalcifications on the basis of their size, shape and density. Experimental results to show the effectiveness of the proposed method are also presented.

• Proceedings of the Korea Contents Association Conference
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• 2015.05a
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• pp.151-152
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• 2015

유방 검사에서 Tomosynthesis는 Mammogram과 비교하여 유방 병변 구별에 우수하고 확연한 대조도 차이를 보이며 추가적인 유방촬영 검사나 재촬영을 감소시킴으로서 장기적으로 환자의 피폭선량이 감소하는 효과를 보이므로 유방 병변 진단의 효과를 높일 수 있는 유용한 검사이다.

• Proceedings of the KIEE Conference
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• 2005.10b
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• pp.367-369
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• 2005

In this paper, we present a new method for the detection of spiculation on digital mammograms. Traditional methods have defects; sensitive to noise, fixed size processing, and long processing time, however, the proposed method has merits; not sensitive to noise, adaptive size processing, and fast processing time. Experimental results show that the spiculation detection performance of the proposed method is improved much compared to the other methods.