• 제목/요약/키워드: Logistic Loss

검색결과 169건 처리시간 0.023초

Utilization of Electrical Conductivity to Improve Prediction Accuracy of Cooking Loss of Pork Loin

  • Kyung Jo;Seonmin Lee;Hyun Gyung Jeong;Dae-Hyun Lee;Sangwon Yoon;Yoonji Chung;Samooel Jung
    • 한국축산식품학회지
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    • 제43권1호
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    • pp.113-123
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    • 2023
  • This study investigated the predictability of cooking loss of pork loin through relatively easy and quick measurable quality properties. The pH, color, moisture, protein content, and cooking loss of 100 pork loins were measured. The explanatory variables included in all linear regression models with an adjust-r2 value of ≥0.5 were pH and the protein content. In the linear regression model predicting cooking loss, the highest adjust-r2 value was 0.7, with pH, CIE L*, CIE b*, moisture, and protein content as the explanatory variables. In 30 pork loins, electrical conductivity was additionally measured, and as a result of linear regression analysis for predicting cooking loss, the highest adjust-r2 value was 0.646 with electrical conductivity measured at 40 Hz, with pH and color as the explanatory variables. Ordinal logistic regression analysis was performed to predict the three grades (low, middle, and high) of loin cooking loss using pH, color, and 40 Hz electrical conductivity as the explanatory variables, and the percent concordance was 93.8%. In conclusion, the addition of electrical conductivity as an explanatory variable did not increase the prediction accuracy of the linear regression model for predicting cooking loss; however, it was demonstrated that it is possible to predict and classify the cooking loss grade of pork loin through quality properties that can be measured quickly and easily.

소음 노출 근로자의 청력손실에 미치는 심혈관-대사성 질환의 영향 (Cardiovascular-metabolic Diseases Affecting Hearing loss in Workers Exposed to Noise )

  • 김규상;성정민;김은아
    • 한국산업보건학회지
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    • 제33권3호
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    • pp.332-345
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    • 2023
  • Objectives: We examined the association of hearing with cardio-metabolic diseases, dyslipidemia, hypertension and diabetes mellitus according to the personal and occupational characteristics of workers exposed to noise. Methods: The subjects of the study were 237,028 workers who underwent 2, 3, and 4 kHz airway pure tone audiometry in 2015 and who underwent clinical tests to diagnose cardiovascular-metabolic diseases. Cardiovascular-metabolic diseases were defined using reference values for respective items including blood pressure (systolic/diastolic), fasting blood glucose, cholesterol, and triglycerides. The airway pure tone hearing threshold of 2, 3, and 4 kHz, the average threshold of 2-3-4 kHz, and the hearing loss by the average threshold of the primary examination were distinguished. Results: Workers with cardiovascular-metabolic disease had significantly higher average hearing thresholds and higher rates of hearing loss. Logistic regression analysis, which adjusted for demographic variables of gender and age and occupational variables such as workplace size, industry, and type of work, and cardiovascular-metabolic disease as independent variables, showed that the odds ratio of hypertension to hearing loss in the mid-frequency was 1.239 (95% confidence interval: 1.118-1.374). For hypertension was 1.159 (1.107-1.214) and for diabetes it was 1.166 (1.104-1.230) for hearing loss in the high-frequency. Hearing loss measured by mean hearing was 1.178 (1.105-1.256) for hypertension and 1.181 (1.097-1.271) for diabetes. Conclusions: Cardiovascular-metabolic diseases in noise-exposed workers are associated with an increased risk of hearing loss and should be accompanied by bio-monitoring of cardiovascular-metabolic diseases in addition to auditory surveillance.

파에서 정식초기 파총채벌레의 경제적피해수준 설정 (Economic Injury Level of Thrips tabaci (Thysanoptera: Thripidae) on Welsh onions (Allium fistulosum L. var) in the Early Transplanting Stage)

  • 강택준;조명래;김형환;전흥용;김동순
    • 한국응용곤충학회지
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    • 제50권4호
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    • pp.289-293
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    • 2011
  • 파정식 초기 파총채벌레의 경제적피해허용수준을 설정하기 위하여 온실에서 파총채벌레 접종기간에 따른 파의 생육, 피해 및 수량을 조사하였다. 파 정식초기에는 파총채벌레 접종기간(즉 가해정도)에 따른 수량감소율은 5일, 10일, 15일, 20일 접종기간에서 각각 17.0%, 53.3%, 38.4%, 80.8%로 증가하였다. 파총채벌레 발생정도와 파 수량감소 관계를 구명하기 위하여 파총채벌레 누적밀도일(Cumulative Insect Days, CID)과 수량 감수량(%) 간 회귀분석을 실시한 결과 비선형식인 logistic 모형에 잘 적용되었다. 이 식으로부터 경험적인 수익한계(Gain Threshold) 5%와 통상적 상품화율(93%)를 감안한 수량 감소율 12% 수준에서 파총채벌레 경제적피해허용수준은 30 CID로 추정되었다. 또한 요방제밀도는 경제적피해수준의 80%가 되는 24 CID로 추정되었다. 본 결과는 더 개선된 모형이 개발될 때까지 파 생육초기 파총채벌레 관리에 유용하게 활용될 수 있을 것으로 판단되었다. 또한 파 노지포장에서 생육후기(정식 후 120일 접종) 파총채벌레 피해가 파 수량에 미치는 영향을 검토한 결과, 파 생육후기에는 낮은 밀도에서 오히려 수량이 증가하였고, 그 후 밀도가 더 증가함에 따라 수량이 감소하는 등 전형적인 보상적 반응(over-compensatory response)을 보였다.

Impact of Periodontal Treatment and Demographic and Socioeconomic Factors on Tooth Loss in Persons with Disabilities: An Analysis of Korean National Health Insurance Claims Data

  • Bo-Ra Kim
    • 치위생과학회지
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    • 제23권3호
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    • pp.225-235
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    • 2023
  • Background: This study aimed to analyze the effects of periodontal treatment and individual- and tooth-related factors on tooth extraction in people with disabilities. Methods: The Korea National Health Insurance claims data of individuals with disabilities aged 40~64 years with chronic periodontitis in 2008 were obtained. Of these, data on the disabled who underwent scaling/root plaining, subgingival curettage/periodontal surgery, or non-periodontal treatments, and data on their teeth were selected. The extraction of 716,688 teeth from 39,097 patients was tracked until 2018, and the patient- and tooth-level factors related to tooth loss were identified using a mixed-effect logistic regression analysis. Results: Data from approximately 17% of the teeth were extracted during a follow-up period of approximately 11 years. Among the tooth-level variables, scaling/root planing treatment at baseline and periodontal treatment during the follow-up period were associated with a lower risk of tooth loss (odds ratio=0.692 and 0.769, respectively, p<0.001). Non-vital teeth increased the risk of tooth loss by 3.159 times (p<0.001). Among the patient-level variables, females were less likely to have lost their teeth than males, and those with orthopedic impairment or brain lesions/mental disabilities, a higher age group, lower income level, or residents in medium/small cities or rural areas were more likely to have lost their teeth (p<0.001). Conclusion: Through approximately 11 years of follow-up, scaling or root planing, experience with periodontal treatment at least once, female sex, older age, lower income, smaller residential areas, type of disability, and pulp vitality were found to be associated with tooth loss in individuals with disabilities aged 40~64 years with chronic periodontitis. To prevent tooth loss in individuals with disabilities, it is necessary to establish a dental treatment plan that considers the timing of periodontal treatment and the characteristics of the patient and teeth.

로지스틱 회귀분석과 지리 탐색기를 이용한 대구시 녹지 변화의 동인 분석 (Analyzing the Driving Forces for the Change of Urban Green Spaces in Daegu with Logistic Regression and Geographical Detector)

  • 서현진;전병운
    • 한국지역지리학회지
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    • 제23권2호
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    • pp.403-419
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    • 2017
  • 본 연구는 1989년에서 2009년까지 대구시의 녹지 변화에 영향을 미친 동인을 분석하였다. 먼저, 녹지의 크기 및 다양성을 측정한 화소 기반 공간메트릭스에 대한 핫스팟 분석을 수행하여 지난 20년간 녹지의 잠식 및 파편화가 나타난 지역을 도출하였다. 다음으로 선행연구를 바탕으로 경사도, 도로와의 거리, 지가, 인구밀도, 용도지역상 주거 상업 공업지역의 비율 등을 동인으로 선정하고 단계적 로지스틱 회귀분석을 이용하여 녹지의 잠식 및 파편화 여부와 이에 영향을 끼친 동인들 간의 관계의 방향을 분석하였다. 마지막으로 지리 탐색기(geographical detector)를 활용하여 지난 20년간 녹지의 잠식 및 파편화에 영향을 준 동인들의 상대적 중요도 및 동인들 간의 상호작용을 분석하였다. 분석 결과, 1989년에서 2009년까지 안심 택지개발지구의 일부 지역에서 녹지의 잠식이 집중적으로 나타났고, 성서 및 안심, 달성군, 칠곡 등의 택지개발지구를 중심으로 녹지의 파편화가 두드러지게 나타났다. 이들 지역에서 녹지의 잠식 및 파편화를 초래한 동인은 행정동 및 집계구 수준에서 상이했으나 경사도, 주거지역의 비율, 공업지역의 비율 등이 공통적으로 유의한 것으로 나타났다. 이들 동인은 녹지의 잠식을 측정한 최대패치지수(LPI)와 정의 상관관계를 보였으나, 녹지의 파편화를 측정한 Shannon의 다양성지수(SHDI)와는 부의 상관관계를 가지고 있었다. 즉, 대구시 녹지의 잠식 및 파편화는 경사도가 낮고 주거 및 공업지역의 비율이 낮은 지역에서 발생하였다. LPI에 대한 동인의 상대적 영향력은 공업지역의 비율, 지가, 상업지역의 비율 등의 순으로 나타났고, SHDI에 대한 동인의 상대적 영향력은 공업지역의 비율, 지가, 도로와의 거리 등의 순으로 나타났다. 또한, LPI와 SHDI에 영향을 미친 동인 간 상호작용은 경사도와 주거지역의 비율 조합에서 가장 크게 나타났다. 지난 20년간 대구시 녹지의 잠식 및 파편화를 설명하는 가장 유의한 개별 동인은 공업지역의 비율이며, 경사도 및 주거지역의 비율 간 상호작용이 개별 동인의 독립적인 영향력 보다 가장 크게 나타났다. 본 연구의 결과는 대구시가 미래에 지속가능한 도시 녹지정책을 수립을 하기 위한 기초자료로 활용될 수 있을 것이다.

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중고등학생의 구강병으로 인한 학업손실실태와 연관요인 (School loss due to oral disease and the related factors for a middle schools and high schools in Busan, Gyeongnam province)

  • 장경애
    • 한국치위생학회지
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    • 제9권4호
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    • pp.784-794
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    • 2009
  • Objectives : This study was to prepare basic data about middle and high school students' school loss due to oral diseasea and to investigate the relevant factors. Methods : The survey is conducted for 575 middle school students in Busan and Gyeongnam. School loss was investigated based on the experiences of absences and leaving school early, which had happened from oral diseasea. The independent variables were oral health behaviors and sociopeconomic factors such as sex, age of their parents, educational level of their parents, family income. Factors related with school loss was analyzed by the multiple logistic regression method. Results : The experience ratio of leaving school early to the dental clinic or having difficulty in studying was higher in the case of high school student than in middle school student case. The parameters related with absence or leaving school early for oral disease were the education level, the distinction of sex, fear about medical examination and the standard of living. The reasons of absence or leaving early for visiting the dental clinic were related with education level, the distinction of sex, fear about medical examination, distrust of oral care and the satisfaction of oral health. The parameters having effect on school performance were education level, sex, fear about medical examination, distrust of oral care, cost burden, interests in oral health by the parents and school record. Conclusions : The oral health promotion should be developed to decrease school loss for students.

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Relationship of tooth mortality and implant treatment in Type 2 diabetes mellitus patients in Korean adults

  • Jung, Hyun-Yub;Kim, Yong-Gun;Jin, Myoung-Uk;Cho, Jin-Hyun;Lee, Jae-Mok
    • The Journal of Advanced Prosthodontics
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    • 제5권1호
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    • pp.51-57
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    • 2013
  • PURPOSE. The purpose of this study was to to analyze the effect of Type 2 diabetes on tooth mortality, implant treatment and prosthetic status. MATERIALS AND METHODS. 275 Type 2 diabetics and 300 non-diabetics, aged 40-80 years were selected for analysis. The assessment of number of teeth, missing teeth, fixed prostheses (bridge pontics), implants using panoramic radiographs and dental records were carried out. RESULTS. Diabetes mellitus (DM) patients had a higher number of missing teeth (P<.05) and placed implants (P=.074), age (P<.05), male gender percentage (P=.042), smoker percentage (P<.05) than non-DM patients. In univariate analysis, the patients in older group showed significantly higher number of tooth loss rate at the first dental examination than the patients in younger group. Tooth loss rate of smokers did not show higher value than that of non-smokers. When multiple variables including DM, age, smoking, gender were considered together, diabetics and older group patients showed significantly higher tooth loss rate at the first dental examination than non-diabetics and younger group patients, respectively. Smokers and male group did not show a significant difference than nonsmokers and female group, respectively. CONCLUSION. Tooth mortality and implant treatment rate were significantly higher in the DM group as indicated by univariate and multivariate logistic regression analysis. Old age groups showed significantly higher odds ratios and tooth loss rate. As diabetics showed the higher tooth loss rate than non-diabetics, diabetics also had more implant restorations than non-diabetics.

채소류 및 견과류와 난청과의 연관성: 2013년 국민건강영양조사 자료활용 (Vegetable and Nut Food Groups are Inversely Associated with Hearing Loss- a Cross-sectional Study from the Korea National Health and Nutrition Examination Survey)

  • 이성희;이재연
    • 대한지역사회영양학회지
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    • 제25권6호
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    • pp.512-519
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    • 2020
  • Objectives: A cross-sectional study was conducted to investigate the associations between food groups and hearing loss. Methods: Data of 1,312 individuals were used from the Korea National Health and Nutrition Examination Survey 2013. Hearing loss was determined with a pure tone average (PTA) of greater than 25 dB in either ear. The PTA was measured as the average hearing threshold at speech frequencies of 0.5, 1, 2, and 4 kHz. The dietary intake was examined with a food frequency questionnaire with 112 food items. The food items were classified into 25 food groups. A weighted logistic regression was used to investigate the association. Results: Individuals in the highest tertile of vegetables and nuts food groups were less likely to have hearing loss than those in the lowest tertile [Odds Ratio (OR) = 0.58 (95% Confidence interval (CI) 0.38-0.91), P = 0.019; OR = 0.59 (95% CI 0.39-0.90), P = 0.020, respectively], after adjusting for confounding variables of age, sex, body mass index, drinking, smoking, diabetes, hypertension, and physical activity. Conclusions: In this cross-sectional study, we observed that high intake of vegetables and nuts food groups revealed significant inverse associations with hearing loss, after adjusting for confounding variables among 1,312 participants.

병원내 신속 대응을 위한 RFID 기반의 의약품 물류 시스템 (RFID-based Medicine Logistics System for Quick Response in Hospital)

  • 이강대;이영호;강운구;정경용
    • 한국콘텐츠학회논문지
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    • 제8권10호
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    • pp.1-10
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    • 2008
  • 기존의 바코드 기반의 의약품 물류 시스템은 수동 작업의 물류 처리로 인해 분실, 관리 오류, 온라인 추적, 정보 공유의 어려움과 같은 문제점이 있다. 반면에 신속 대응은 요구를 지속적으로 관찰하여 신속하게 의약품 개발 및 생산일정을 수립함으로써 재고가 쌓이는 경우를 사전에 방지할 수 있게 한다. 본 논문에서는 실제 의약품 유통 처리와 정보 단계 프로세스를 분석하여 이를 바탕으로 병원내 신속 대응을 위한 RFID 기반의 의약품 물류 시스템을 제안하였다. 제안한 방법은 RFID 태그로부터 발생된 의약품 물류 정보를 이용하여 의약품 이력 추적 서비스, 기존의 시스템 연계, 효율적인 물류 서비스, 마약 특별관리 서비스를 제공하였다. 따라서 분실 및 관리 오류를 감소하여 효율적인 의약품 물류에 대한 만족도와 생산성을 향상시켰다.

경증 두부 외상을 가진 환자의 경추 손상을 예측할 수 있는 관련 인자 (Predictive Factors for Cervical Spine Injury in Patients with Minor Head Injury)

  • 박철우;성애진;이준호;황성연
    • Journal of Trauma and Injury
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    • 제22권2호
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    • pp.154-160
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    • 2009
  • Purpose: This study aimed to determine new criteria for detecting independent factors with high sensitivity in cases of cervical spine injury. We compared the sensitivity, the specificity, and the false negative predictive value (NPV) of plain radiographs with those of computed tomography for cervical spine injury in patients with minor head injury. Methods: We retrospectively reviewed the cases of 357 patients who underwent both cervical plain radiographs and computer tomography from January 2006, to September 2008. Patients were divided into two groups: the cervical spine injury group and the no cervical spine injury group. New criteria were organized based on variables that had significant differences in the logistic regression test. Results: Among the 357 patients, 78 patients had cervical spine injuries. The average age was $43.9{\pm}15.2$ yrs old, and the male-to-female ratio was 1.90. The most common mechanism of injury was motor vehicle accidents. There was a significant difference in loss of consciousness, Glasgow Coma Scale (GCS)=14, neurologic deficit, posterior neck tenderness, and abnormality of the cervical plain radiographs between the two groups on the logistic regression test. New criteria included the above five variables. If a patient has at least variable, the area under the ROC curve of the new criteria was 0.850, and the sensitivity and the false NPV were 87.2% and 5.2%, respectively. Conclusion: New criteria included loss of consciousness, GCS=14, neurologic deficit, posterior neck tenderness, and abnormality of the cervical plain radiographs. If the patient had at least 1 variable, he or she could have a of cervical spine injury with a sensitivity of 87.2% and a false NPV of 5.2%.