• 제목/요약/키워드: Final Score

검색결과 824건 처리시간 0.025초

Machine Learning Methods for Trust-based Selection of Web Services

  • Hasnain, Muhammad;Ghani, Imran;Pasha, Muhammad F.;Jeong, Seung R.
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제16권1호
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    • pp.38-59
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    • 2022
  • Web services instances can be classified into two categories, namely trusted and untrusted from users. A web service with high throughput (TP) and low response time (RT) instance values is a trusted web service. Web services are not trustworthy due to the mismatch in the guaranteed instance values and the actual values achieved by users. To perform web services selection from users' attained TP and RT values, we need to verify the correct prediction of trusted and untrusted instances from invoked web services. This accurate prediction of web services instances is used to perform the selection of web services. We propose to construct fuzzy rules to label web services instances correctly. This paper presents web services selection using a well-known machine learning algorithm, namely REPTree, for the correct prediction of trusted and untrusted instances. Performance comparison of REPTree with five machine learning models is conducted on web services datasets. We have performed experiments on web services datasets using a ten k-fold cross-validation method. To evaluate the performance of the REPTree classifier, we used accuracy metrics (Sensitivity and Specificity). Experimental results showed that web service (WS1) gained top selection score with the (47.0588%) trusted instances, and web service (WS2) was selected the least with (25.00%) trusted instances. Evaluation results of the proposed web services selection approach were found as (asymptotic sig. = 0.019), demonstrating the relationship between final selection and recommended trust score of web services.

Antiemetic Prophylaxis with Ramosetron for Postoperative Nausea and Vomiting in Patients Undergoing Microvascular Decompression : A Prospective, Randomized Controlled Trial

  • Koo, Chang-Hoon;Ji, So Young;Bae, Yu Kyung;Jeon, Young-Tae;Ryu, Jung-Hee;Han, Jung Ho
    • Journal of Korean Neurosurgical Society
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    • 제65권6호
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    • pp.853-860
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    • 2022
  • Objective : This prospective, randomized, double-blinded trial aimed to evaluate the efficacy and safety of prophylactic ramosetron administration against postoperative nausea and vomiting (PONV) in patients undergoing microvascular decompression (MVD). Methods : In this study, 100 patients undergoing MVD were randomly allocated to the control (normal saline, 2 mL) or ramosetron (ramosetron, 0.3 mg) groups at the end of surgery. The incidence and severity of PONV, need for rescue antiemetics, patient satisfaction score, duration of hospital stay, and the occurrence of adverse events were evaluated 48 hours post-surgery. Results : Data obtained from 97 patients were included in the final analysis. The incidence of PONV was significantly lower in the ramosetron group than in the control group throughout the 48-hour postoperative period (29.2% vs. 51.0%, p=0.028). A similar trend was observed with regard to PONV severity (p=0.041). The need for rescue antiemetics, satisfaction score, duration of hospital stays, and the occurrence of adverse events did not significantly differ between the groups. Conclusion : Prophylactic ramosetron administration reduced the incidence and severity of PONV in patients undergoing MVD without causing serious adverse events. Thus, ramosetron use may improve patient recovery following MVD.

Can tailored home-delivered meal services alleviate self-rated frailty of the low-income older adults in Korea?

  • Junghyun Kim;Hyeja Chang
    • Nutrition Research and Practice
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    • 제17권5호
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    • pp.1007-1018
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    • 2023
  • BACKGROUND/OBJECTIVES: This study aimed to examine whether the tailored home-delivered meal (HDM) services included nutrition counseling impacts alleviating self-rated frailty among low-income older adults in Korea. SUBJECTS/METHODS: Pre- and post-test were implemented on May 27 and on November 25 in 2019 during 3 weeks, respectively, before and after the 6 months intervention program. Participants completed a questionnaire measuring frailty, malnutrition, food security, depression, and underlying diseases. Initially, 136 older adults were selected as participants for this study, they were recipients of a free meal program from 2 senior welfare centers in Seoul, the final sample size of those who completed the intervention program was 117 (female 70.9%, male 29.1%). Statistical analyses were conducted with IBM SPSS package program, paired t-test and χ2 test to validate the test. RESULTS: There were statistically significant differences in the score of the Tilburg Frailty Indicator (TFI) before and after receiving the tailored HDM services (pre-test 9.46, post-test 2.8, P < 0.01). The differences in the score of TFI by 3 risk groups at the pre-test decreased as a result of receiving these services. CONCLUSIONS: The tailored HDM services alleviated the self-rated frailty of low-income older adults with limited mobility in a community setting. Based on the positive outcomes this study could be applied to developing social services for aging in place.

Development of a lesbian, gay, bisexual, and transgender cultural competence scale for nurses in South Korea: a methodological study

  • Min Kyung Kim;Hye Young Kim
    • 여성건강간호학회지
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    • 제30권2호
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    • pp.107-116
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    • 2024
  • Purpose: This study was conducted to develop a cultural competence scale for nurses regarding the lesbian, gay, bisexual, and transgender (LGBT) community and to test its validity and reliability. Methods: The study adhered to the 8-step process outlined by DeVellis, with an initial set of 25 items derived through a literature review and individual interviews. Following an expert validity assessment, 24 items were validated. Subsequently, a preliminary survey was conducted among 23 nurses with experience caring for LGBT patients. Data were then collected from a final sample of 322 nurses using the 24 items. Item analysis, item-total score correlation, examination of construct and convergent validity, and reliability testing were performed. Results: The item-level content validity index exceeded .80, and the explanatory power of the construct validity was 63.63%. The factor loadings varied between 0.57 and 0.80. The scale comprised five factors: cultural skills, with seven items; cultural awareness, with five items; cultural encounters, with three items; cultural pursuit, with three items; and cultural knowledge, with three items; totaling 21 items. Convergent validity demonstrated a high correlation, affirming the scale's validity. Internal consistency analysis yielded an overall reliability coefficient of 0.97, signifying very high reliability. Each item is scored from 1 to 6 (total score range, 21-126), with higher scores reflecting greater cultural competence in LGBT care. Conclusion: This scale facilitates the measurement of LGBT cultural competence among nurses. Therefore, its use should provide foundational data to support LGBT-focused nursing education programs.

Precontoured Locking Compression Plate를 이용한 전위성 쇄골 간부 골절의 수술적 치료 (Operative Treatment of the Displaced Midshaft Clavicle Fracture Using Precontoured Locking Compression Plate)

  • 김정우;강홍제;노성현
    • Clinics in Shoulder and Elbow
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    • 제15권2호
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    • pp.117-122
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    • 2012
  • 목적: 전위성 쇄골 간부 골절에서 관혈적 정복술 후 윤곽 성형된 잠김 압박 금속판(precontoured locking compression plate)을 이용하여 내고정을 시행한 환자를 대상으로 방사선학적 결과 및 임상적 결과를 분석하여 윤곽 성형된 잠김 압박 금속판의 유용성을 알아보고자 하였다. 대상 및 방법: 2009년 3월부터 2010년 2월까지 본원에서 쇄골 간부 골절에 대해 윤곽 성형된 잠김 압박 금속판을 이용하여 관혈적 정복 및 금속 고정술을 시행하고 1년 이상의 추시가 가능했던 34예를 대상으로 하였다. 수술 후 방사선학적 결과는 골유합 여부와 성별 및 나이에 따른 골유합 시기의 차이를 평가 하였으며 임상적 결과는 최종 추시 시 quick DASH Score 및 반대측과 관절 운동 범위의 차이를 평가 하여 분석하였다. 결과: 방사선학적 평가에서 모든 예에서 골유합을 얻을 수 있었으며 평균 골유합 기간은 12.3주였으며 성별 및 나이에 따른 골유합 기간은 통계학적으로 유의한 차이를 보이지 않았다(p=0.87). 임상적 평가에서 최종 quick DASH Score는 평균 23.5점 (12~42)이었으며, 최종 추시시 견관절의 운동은 건측과 비교 시 통계학적으로 유의한 차이를 보이지 않았다 (p=0.69). 결론: 전위성 쇄골 간부 골절에 대해 윤곽 성형된 잠김 압박 금속판을 이용한 내고정술은 정확한 해부학적 정복과 견고한 내고정을 유지 할 수 있어 조기 운동이 가능하여 견관절 운동의 회복과 함께 전례에서 골유합을 얻을 수 있어 쇄골 간부 골절 치료에서 유용하게 사용될 수 있다고 사료된다.

AHP를 이용한 대안 평가의 유의성 분석: 비모수적 통계 검정 적용 (The Significance Test on the AHP-based Alternative Evaluation: An Application of Non-Parametric Statistical Method)

  • 박준수;김성철
    • 한국전자거래학회지
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    • 제22권1호
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    • pp.15-35
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    • 2017
  • 공공사업 타당성 평가나 대안 선정에서는 대부분 AHP 기법을 활용하여 대안별 가중합 방식으로 최종 점수를 산정하고 그 값이 가장 큰 대안을 선택하고 있다. 특히 타당성 분석과 같은 경우에는 최종 점수가 0.5보다 큰 대안을 선택하게 되는데, 그 값이 0.5보다 얼마나 커야 의사결정이 의미있고 설득력있는 판단이라고 할 수 있는지에 대한 합리적인 기준 없이 적용되고 있다. 한국개발연구원(KDI)에서 제시한 방법론에는 사업진행 대안의 종합 점수가 0.5 근처에 있는 경우를 회색 영역으로 구분하여 신중한 결정을 하도록 제시하고 있는데, 세부기준에 관한 이론적 검토는 빈약하다. 반면, 통계적 검정의 개념을 도입하여 시도된 분석사례에서는 가중합 평가 점수의 확률분포로서 정규분포 또는 베타분포를 가정하였으나, 이에 대한 분포적 타당성은 제시되지 않았다. 본 논문에서는 현재 다양한 분야에서 적용되고 있는 가중합 평가 방식의 사례를 검토하여 그 결과의 통계적 검정의 필요성을 제기하고, 통계적 검정을 위하여 특정 분포를 가정하지 않는 비모수적 검정 방법을 제시한다. 그리고 본 연구에서 제시한 방법을 국방 분야의 사례에 적용하고 그 함의와 함께 향후 연구의 발전방향을 제안한다.

청각을 이용한 시각 재현장치의 분석프로그램 개발 (Development of Processing Program for Audio-vision System Based on Auditory Input)

  • 허세진;방성식;서지혜;최현우;김태호;이나희;이유진;박지원;이희중;원철호;이종민
    • 한국멀티미디어학회논문지
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    • 제13권1호
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    • pp.58-65
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    • 2010
  • 본 연구의 궁극적 목적은 시각 장애인들의 안전보행을 위한 단순한 충돌 경보 장치가 아니라 전방의 3차원적 공간 정보를 청각 정보로 변환하여 시각을 재현할 수 있도록 하는 장치 (Audio-vision System)를 개발하기 위함이다. 이를 위하여 본 연구에서는 구동 소프트웨어를 개발하였고 그 유용성을 검증하였다. 30명의 정상지원자를 대상으로 하였으며 평균나이는 25.8세이었다. 다양한 가상의 공간을 분석프로그램에 입력하고 맹검상태에서 피험자가 공간 내 구조물을 그리게 하였다. 먼저 피험자에게 30분간 10개의 대상을 이용한 학습을 실시한 후 별도의 10개의 가상공간에 대한 시험을 채점하고 100점 만점으로 환산하였다. 실험결과 점수는 77점에서 97점이었으며 평균 88.7점이었다. 본 연구에서 자체 제작된 분석프로그램으로 청각정보를 시각정보로 변환하는 기반 기술을 확보하였으며 거리 센서를 확보한다면 제품화 가능성이 있음을 검증하였다.

건강보험 상대가치 개정 연구의 성과와 한계 (The Refinement Project of Health Insurance Relative Value Scales: Results and Limits)

  • 강길원;이충섭
    • 보건행정학회지
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    • 제17권3호
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    • pp.1-25
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    • 2007
  • Relative value scales introduced in 2001 remarkably improved health insurance fee schedule, but current relative value scales have many problems. In the beginning the government intended to introduce 'resource based relative value scales(RBRVSs)' like USA, but political adjustment of RBRVS studied in 19.17 weakened the relationship between relative value scale and resource consumption. So unbalance of health insurance fees are existing till now. Also relative value was not divided to physician work and practice expense, and malpractice fee was not divided separately. To correct the unbalance of current relative value scales, the refinement project of health insurance relative value scales started in 2003. The project team divided relative value scales into three components, which are physician work, practice expense, malpractice fee. Physician work was studied by professional organizations like Korean medical association. To develop the practice expense relative value, project team organized clinical practice expert panels(CPEPs) composed of physicians, nurses, and medical technicians. CPEPs constructed direct expense data like labor costs, material costs, equipment costs about each medical procedures. The practice expense relative values of medical procedures were developed by the allocation of the institution level direct & indirect costs according to CPEPs direct costs. Institution level direct & indirect costs were collected in 21 hospitals, 98 medical clinics, 53 dental clinics, 78 oriental clinics, and 46 pharmacies. The malpractice fee relative values were developed through the survey of malpractice related costs of hospitals, clinics, pharmacies. Putting together three components of relative values in one scale, the final relative values were made. The final relative values were calculated under budget neutrality by medical departments, that is, total relative value score of a department was same before and after the revision. but malpractice fee relative value scores were added to total scores of relative values. So total score of a department was increased by the malpractice fee relative value score of that department This project failed in making 'resource based' relative value scales in the true sense of the word, because the total relative value scores of medical departments were fixed. However the project team constructed the objective basis of relative value scale like physician's work, direct practice expense, malpractice fee. So step by step making process of the basis, the fixation of total scores by the departments will be resolved and the resource based relative value scale will be introduced in true sense.

성인의 우울 감소와 자아존중감 향상을 위한 내면가족체계(IFS)적용 음악심리치료 프로그램 개발 (Development of Music Psychotherapy Program Applying the Inner Family System(IFS) to Reduce Adult Depression and Improve Self-Esteem)

  • 전순애
    • 산업진흥연구
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    • 제7권3호
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    • pp.125-130
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    • 2022
  • 본 연구는 성인의 우울감소와 자아존중감 향상을 위해 IFS적용 음악심리치료 프로그램을 개발하고 그 효과를 검증하는데 목적이 있다. 이를 위하여 문헌조사와 이론적 근거를 마련하였고, 요구조사, 전문가들의 평가를 통한 타당도를 확보하여 예비 프로그램을 거쳐 수정·보완 후 최종 10회기로 구성된 프로그램을 개발하였다. 프로그램 효과를 검증하기 위해, 우울 척도 (CES-D)검사결과 20점 이상으로 선정기준에 부합하는 25명을 선발하였다. 25명의 대상자 중 실험집단 10명, 통제집단 10명, 예비집단 5명을 무작위 배정하여 최종 연구 대상자로 확정하여 분석하였다. 실험집단은 주2회 90분씩 총10회기의 IFS적용 음악심리치료를 시행하였으며 통제집단은 아무런 처치를 하지 않았다. 자료 분석결과 첫째, 전체 우울과 하위요인인 우울 정서, 대인 정서, 신체적 우울의 측정시기에 따라 변화 양상이 실험집단과 통제집단 간에 차이가 있음을 확인할 수 있었다. 둘째, 전체 자아존중감 및 하위요인인 자기 비하, 지도력과 인기, 타인과의 관계, 자기주장과 불안에 있어서 효과가 통계적으로 유의하였다. 셋째, IFS 점수의 측정시기의 변화 양상이 실험과 통제집단 간에 차이가 있음을 확인할 수 있었다.

만성 족관절 불안정성을 가진 환자군에서 변형 브로스트롬 술식과 봉합 테이프를 추가한 술식 간의 결과 비교 (Comparison of the Modified Brostrom Repair Technique with and without Augmentation Using Suture Tape for Chronic Ankle Instability)

  • 곽희철;정수환;김정한;박대현;추혜정;김대유
    • 대한족부족관절학회지
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    • 제26권1호
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    • pp.40-47
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    • 2022
  • Purpose: The modified Broström repair (BR) technique has yielded good outcomes in patients with chronic ankle instability. This study compared clinical and radiological outcomes between two groups of patients who underwent modified BR or lateral ligament augmentation using suture tapes (ST). Materials and Methods: Seventy-seven patients (ST group [n=47], BR group [n=30]; body mass index <26.61 kg/m2; mean age, 30.7±11.0 years [range, 17~39 years]; mean follow-up, 34.0±12.0 months [range, 24~59 months]) were retrospectively reviewed between January 2014 and July 2017. The Foot and Ankle Outcome Score (FAOS), American Orthopedic Foot and Ankle Score (AOFAS), Foot and Ankle Ability Measure (FAAM), visual analogue scale (VAS) score, and Sefton grading system were used for clinical assessment. The talar tilt angle and anterior talar translation were measured using the Telos stress device (Telos GmbH, Marburg, Germany) at 150 N for radiological evaluation. Results: FAOS, AOFAS, FAAM, and VAS scores improved in both groups at final follow-up (ST, 91.1±5.2, 93±2, 88.1±4.5, 1.5±0.7 vs. BR, 91.3±5.4, 93±3, 83.3±4.8, 1.2±0.7, respectively; p=0.854, 0.971, <0.001, 0.04, respectively). According to the FAOS, mean sports activity scores for the ST and BR groups at the final follow-up were 90.3±3.2 and 76.6±4.2, respectively, reflecting superior outcomes in the ST group (p<0.001). Sefton grading revealed satisfactory functional outcomes (ST, 91.5% vs. BR, 90.0%). There was significant improvement in the talar tilt angle and anterior talar translation in both the ST and BR groups (7.6°±1.2°, 10.5±1.8 mm vs. 4.9°±1.1°, 7.9±1.5 mm, respectively; p<0.001). Conclusion: The ST group demonstrated comparable clinical but better improvement in mechanical stability and FAOS sports scores than the BR group.