• 제목/요약/키워드: Predictive value of tests

검색결과 113건 처리시간 0.037초

CSRP 시험데이터를 사용한 베이시안 추정모델 기반 K-1 방독면 저장수명 분석 (Bayesian Estimation based K-1 Gas-Mask Shelf Life Assessment using CSRP Test Data)

  • 김종환;정치정;김현정
    • 한국군사과학기술학회지
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    • 제21권1호
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    • pp.124-132
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    • 2018
  • This paper presents a shelf life assessment for K-1 military gas masks in the Republic of Korea using test data of Chemical Materiels Stockpile Reliability Program(CSRP). For the shelf life assessment, over 2,500 samples between 2006 and 2015 were collected from field tests and analyzed to estimate a probability of proper and improper functionality using Bayesian estimation. For this, three stages were considered; a pre-processing, a processing and an assessment. In the pre-processing, major components which directly influence the shelf life of the mask were statistically analyzed and selected by applying principal component analysis from all test components. In the processing, with the major components chosen in the previous stage, both proper and improper probability of gas masks were computed by applying Bayesian estimation. In the assessment, the probability model of the mask shelf life was analyzed with respect to storage periods between 0 and 29 years resulting in between 66.1 % and 100 % performances in accuracy, sensitivity, positive predictive value, and negative predictive value.

경추 추간판 탈출증을 진단함에 있어 경추부 자기공명 영상 소견과 비교한 Spurling test의 진단적 타당성에 대한 연구 (A Study on Diagnostic Validity of Spurling Test Compared to Magnetic Resonance Imaging Findings in Diagnosing Herniated Cervical Intervertebral Disc)

  • 문태웅;강명진;공덕현;김준수;양기영;이재훈;은영준;김기주
    • 한방재활의학과학회지
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    • 제19권2호
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    • pp.203-212
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    • 2009
  • Objectives : Spurling test is one of the most widely used physical tests to diagnose herniated cervical intervertebral disc. The purpose of this study is to analyse diagnostic validity of Spurling test. Methods : This study was carried out on 382 subjects who visited Bu-Chun Ja-Seng oriental hospital with the neck pain or radiating pain from neck to upper extremities from November, 2007 to October, 2008. All subjects underwent both Spurling test and cervical magnetic resonance imaging(MRI). The associations between Spurling test and herniated cervical intervertebral disc were analysed. Results : 1. The sensitivity of Spurling test for herniated cervical intervertebral disc was 64%. 2. The specificity of Spurling test for herniated cervical intervertebral disc was 86%. 3. The positive predictive value of Spurling test for herniated cervical intervertebral disc was 93%. 4. The negative predictive value of Spurling test for herniated cervical intervertebral disc was 44%. Conclusions : This study suggests that Spurling test is not useful in screening for herniated cervical intervertebral disc due to the test's relatively low sensitivity. Thus it is necessary to consult advanced tests such as diagnostic imaging to diagnose herniated cervical intervertebral disc.

중환자 섬망 선별도구 개발 (Development of Korean Intensive Care Delirium Screening Tool (KICDST))

  • 남애리나;박지원
    • 대한간호학회지
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    • 제46권1호
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    • pp.149-158
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    • 2016
  • Purpose: This study was done to develop of the Korean intensive care delirium screening tool (KICDST). Methods: The KICDST was developed in 5 steps: Configuration of conceptual frame, development of preliminary tool, pilot study, reliability and validity test, development of final KICDST. Reliability tests were done using degree of agreement between evaluators and internal consistency. For validity tests, CVI (Content Validity Index), ROC (Receiver Operating Characteristics) analysis, known group technique and factor analysis were used. Results: In the reliability test, the degree of agreement between evaluators showed .80~1.00 and the internal consistency was KR-20=.84. The CVI was .83~1.00. In ROC analysis, the AUC (Area Under the ROC Curve) was .98. Assessment score was 4 points. The values for sensitivity, specificity, correct classification rate, positive predictive value, and negative predictive value were found to be 95.0%, 93.7%, 94.4%, 95.0% and 93.7%, respectively. In the known group technique, the average delirium screening tool score of the non-delirium group was $1.25{\pm}0.99$ while that of delirium group was $5.07{\pm}1.89$ (t= - 16.33, p <.001). The factors were classified into 3 factors (cognitive change, symptom fluctuation, psychomotor retardation), which explained 67.4% of total variance. Conclusion: Findings show that the KICDST has high sensitivity and specificity. Therefore, this screening tool is recommended for early identification of delirium in intensive care patients.

Tissue Transglutaminase Antibody and Its Association with Duodenal Biopsy in Diagnosis of Pediatric Celiac Disease

  • Meena, Daleep K.;Akunuri, Shalini;Meena, Preetam;Bhramer, Ashok;Sharma, Shiv D.;Gupta, Rajkumar
    • Pediatric Gastroenterology, Hepatology & Nutrition
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    • 제22권4호
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    • pp.350-357
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    • 2019
  • Purpose: This study aimed to evaluate a possible association between the anti-tissue transglutaminase antibody (anti-tTG) titer and stage of duodenal mucosal damage and assess a possible cut-off value of anti-tTG at which celiac disease (CD) may be diagnosed in children in conjunction with clinical judgment. Methods: This observational study was conducted at a gastroenterology clinic in a tertiary hospital from April 2012 to May 2013. Seventy children between 6-months and 18-years-old with suspected CD underwent celiac serology and duodenal biopsy. Statistical analyses were done using SPSS 16. Diagnostic test values were determined for comparing the anti-tTG titer with duodenal biopsy. An analysis of variance and Tukey-Kramer tests were performed for comparing the means between groups. A receiver operating characteristics curve was plotted to determine various cut-off values of anti-tTG. Results: The mean antibody titer increased with severity of Marsh staging (p<0.001). An immunoglobulin (Ig) A-tTG value at 115 AU/mL had 76% sensitivity and 100% specificity with a 100% positive predictive value (PPV) and 17% negative predictive value (NPV) for diagnosis of CD (p<0.001, 95% confidence interval [CI], 0.75-1). Conclusion: There is an association between the anti-tTG titer and stage of duodenal mucosal injury in children with CD. An anti-tTG value of 115 AU/mL (6.4 times the upper normal limit) had 76% sensitivity, 100% specificity, with a 100% PPV, and 17% NPV for diagnosing CD (95% CI, 0.75-1). This cut-off may be used in combination with clinical judgment to diagnose CD.

소아에서 4제요법 후 enzyme immunoassay에 의한 Helicobacter pylori 대변 항원 검출법의 유용성에 대한 연구 (Role of enzyme immunoassay for the Detection of Helicobacter pylori Stool Antigen in Confirming Eradication After Quadruple Therapy in Children)

  • 양혜란;서정기
    • Pediatric Gastroenterology, Hepatology & Nutrition
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    • 제7권2호
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    • pp.153-162
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    • 2004
  • 목적: H. pylori 대변항원(Helicobacter pylori stool antigen; HpSA) 검사는 H. pylori 감염 여부를 진단하는 데 이용되는 비침습적 검사이지만, 소아에서 제균요법 후 H. pylori 대변항원검사의 유용성에 대한 연구가 거의 이루어지지 못한 상태이다. 본 연구에서는 소아에서 H. pylori의 제균 여부를 확인하는 데 있어 enzyme immunoassay에 의한 HpSA 검사의 진단 정확도를 평가하고자 하였다. 연구방법: 2001년 1월부터 2003년 10월까지 서울대학교병원 소아과에서 146명의 소아(평균 연령 $9.3{\pm}4.3$세)를 대상으로 총 164회의 H. pylori 대변항원검사(Primier platinum HpSA)를 시행하였다. H. pylori 감염여부를 확인하기 위해 모든 환아에서 H. pylori 대변항원검사와 상부위장관내시경에 의한 위점막 생검을 병행하였다. H. pylori 감염이 확인되어 사제요법(omeprazole, amoxicillin, metronidazole, bismuth subcitrate)을 1주 동안 시행 받은 환아들에서는 치료 종결 후 최소 4주가 경과하였을 때 위내시경과 H. pylori 대변항원검사를 반복 실시하였다. H. pylori 대변항원검사는 OD값이 0.16 이상일 때 양성, 0.14~0.16 사이는 감염 미확정, 0.14 미만은 음성으로 판정하였다. 결과: 1) 제균 전 시행한 131회의 위내시경 조직검사 결과 28명이 H. pylori 양성이었고 나머지 103명은 H. pylori 음성이었다. 동시에 시행한 H. pylori 대변항원검사 결과에서 30명이 H. pylori 양성이었고, 101명이 음성으로 판정되었다. 따라서 제균요법 시행 전 H. pylori 대변항원검사의 민감도, 특이도, 양성 예측치, 음성 예측치는 각각 96.4%, 97.1%, 90% 그리고 99%이었다. 2) 제균요법 4주 후 33명의 환아에서 시행한 위내시경에 의한 조직검사에서 H. pylori는 24명에서 음성이었으나 9명은 여전히 양성이었다. 동시에 시행한 H. pylori 대변항원검사는 10명에서 양성, 23명에서 음성이었다. 따라서 제균요법 후 H. pylori 대변항원검사의 민감도, 특이도, 양성 예측치, 음성 예측치는 각각 88.9%, 91.7%, 80% 그리고 95.7%이었다. 결론: 소아에서 H. pylori 대변항원검사는 제균 후에도 높은 진단 정확도를 보였다. 따라서 H. pylori 대변항원검사는 소아에서 제균요법 후 균 박멸여부를 확인하는 데에도 매우 유용한 비침습적인 검사방법이라고 하겠다.

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Prediction of Chemotherapeutic Response in Unresectable Non-small-cell Lung Cancer (NSCLC) Patients by 3-(4,5-Dimethylthiazol-2-yl)-5-(3-carboxymethoxyphenyl)-2-(4-sulfophenyl)-2H-tetrazolium (MTS) Assay

  • Chen, Juan;Cheng, Guo-Hua;Chen, Li-Pai;Pang, Ting-Yuan;Wang, Xiao-Le
    • Asian Pacific Journal of Cancer Prevention
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    • 제14권5호
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    • pp.3057-3062
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    • 2013
  • Background: Selecting chemotherapy regimens guided by chemosensitivity tests can provide individualized therapies for cancer patients. The 3-(4,5-dimethylthiazol-2-yl)-5-(3-carboxymethoxyphenyl)-2-(4-sulfophenyl)-2Htetrazolium, inner salt (MTS) assay is one in vitro assay which has become widely used to evaluate the sensitivity to anticancer agents. The aim of this study was to evaluate the clinical applicability and accuracy of MTS assay for predicting chemotherapeutic response in unresectable NSCLC patients. Methods: Cancer cells were isolated from malignant pleural effusions of patients by density gradient centrifugation, and their sensitivity to eight chemotherapeutic agents was examined by MTS assay and compared with clinical response. Results: A total of 37 patients participated in this study, and MTS assay produced results successfully in 34 patients (91.9%). The sensitivity rates ranged from 8.8% to 88.2%. Twenty-four of 34 patients who received chemotherapy were evaluated for in vitro-in vivo response analysis. The correlation between in vitro chemosensitivity result and in vivo response was highly significant (P=0.003), and the total predictive accuracy, sensitivity, specificity, positive predictive value, and negative predictive value for MTS assay were 87.5%, 94.1%, 71.4%, 88.9%, and 83.3%, respectively. The in vitro sensitivity for CDDP also showed a significant correlation with in vivo response (P=0.018, r=0.522). Conclusion: MTS assay is a preferable in vitro chemosensitivity assay that could be use to predict the response to chemotherapy and select the appropriate chemotherapy regimens for unresectable NSCLC patients, which could greatly improve therapeutic efficacy and reduce unnecessary adverse effects.

한국판 삼킴 곤란 척도(K-SDQ)의 번안본 검증 (The Verification of Korean Version Swallowing Disturbance Questionnaire (K-SDQ))

  • 정소운;김정완
    • 재활복지
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    • 제22권4호
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    • pp.43-58
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    • 2018
  • 영양 섭취와 일상생활 삶의 질에 영향을 미치는 삼킴장애는 신경장애 환자뿐만 아니라 정상 노년층에게서도 적지 않게 나타난다. 본 연구에서는 노인의 삼킴 문제를 조기 선별하여 진단 검사로 연결될 수 있도록 도움을 주기 위한 기초연구로서, 주관적 삼킴장애 평가도구인 삼킴곤란척도(Swallowing Disturbance Questionnaire, SDQ)를 한국인의 정서와 문화에 맞게 번안하여 신뢰도와 타당도를 검증하고, 뇌졸중 환자 105명을 대상으로 하여 그 유용성을 검증하였다. 연구 결과, 한국판 SDQ의 문항내적 일관성 신뢰도는 .601, 검사-재검사 신뢰도는 .97, 공인타당도는 .956이었고, 절단점 8점을 기준으로 민감도가 46.8%, 특이도가 81.6%인 것으로 나타났다. 객관적 삼킴장애 검사인 비디오투시조영검사와 한국판 SDQ 검사 상 관찰된 삼킴곤란 유무와의 비교 결과, 음성예측도(negative predictive value, NPV)는 81%, 양성예측도(positive predictive value, PPV)는 53%로 나타났다. 한국판 SDQ는 뇌졸중 환자들의 삼킴장애 유무를 변별하는데 유용한 검사도구로 활용될 수 있을 것으로 기대되며, 재활전문가에 의한 임상평가가 이루어지기 전에 대상자가 보이는 삼킴곤란을 미리 선별하여 진단검사를 의뢰하거나, 삼킴문제가 없는 뇌졸중 환자를 정확하게 선별하여 잉여적인 추가 검사 노출을 배제하는 차원에서 그 임상적 의의가 크다고 볼 수 있다.

Prevalence of Patent Foramen Ovale and Diagnostic Efficacy of Transcranial Doppler Sonography in Cryptogenic Ischemic Stroke Patients

  • Kim, Dae-Sik;Kim, Byung-Weon;Cho, Sung-Jun
    • 대한의생명과학회지
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    • 제15권1호
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    • pp.17-23
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    • 2009
  • The prevalence of patent foramen ovale (PFO) in healthy persons was estimated as about $10{\sim}25%$ and was up to 40% in patients with stroke. Transesophageal echocardiography (TEE) was considered to be the most sensitive method to detect PFO and was used as the gold standard. Transcranial doppler sonography (TCD) of the middle cerebral artery (MCA) during a contrast (saline bubble) injection has recently been proposed as an alternative detecting method for PFO. In this study, we would like to know the difference between TCD value and TEE value in subjects with cryptogenic ischemic stroke. We performed TCD and TEE tests to detect PFO on 64 patients (30 women and 34 men, mean age was 59.4 years) with cryptogenic ischemic stroke. PFO prevalence through TCD was 45.3% (29 of 64 patients) and the prevalence through TEE was 34.4% (22 of 64 patients). There was no statistical significance between PFO test and TCD test (P=0.206). But TCD had a sensitivity of 90.9% (20 of 22 patients), specificity of 78.6% (33 of 42 patients), positive predictive value of 69.0% (20 of 29 patients), and negative predictive value of 94.3% (33 of 35 patients). We concluded that TCD was a highly sensitive method for detecting a right-left shunt. Therefore, the non-invasive TCD test is a method more effective than the anti-invasive TEE test in the cost and evaluation of the existence or nonexistence of right to left shunt in addition to the screening method of the cerebrovascular disorder. Considering these points, TCD test could be recommended for patients with cryptogenic ischemic stroke as a useful and convenient method for screening of the existence or nonexistence of a right to left shunt caused by PFO.

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클라우드 컴퓨팅 환경에서 자원의 사용률을 이용한 소비전력 예측 방안 (Prediction Method about Power Consumption by Using Utilization Rate of Resources in Cloud Computing Environment)

  • 박상면;문영성
    • 인터넷정보학회논문지
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    • 제17권1호
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    • pp.7-14
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    • 2016
  • 최근 클라우드 컴퓨팅 기술이 발전함에 따라, 언제 어디서나 스마트 폰이나 컴퓨터로 접속하여 업무를 처리할 수 있다. 또한 IT 인프라를 구축하기 위한 초기투자비용과 유지보수에 대한 부담을 줄이는 방안으로 적합하다고 여겨지면서 클라우드 컴퓨팅은 발전하였다. 클라우드 컴퓨팅의 수요가 급격하게 늘어남에 따라, 데이터센터의 환경을 유지하기 위해 소비되는 전력에 관한 문제가 발생하였다. 이 문제를 해결하기 위해서는 먼저 소비전력을 측정할 수 있어야 한다. 비록 전력측정기를 이용하여 소비전력을 측정하는 것은 정확한 소비전력을 얻을 수 있지만, 추가비용이 발생한다. 따라서 본 논문에서는 전력측정기에 의존하지 않고 소비전력을 예측하는 방안을 제시한다. 제시한 방안의 정확성을 입증하기 위해 클라우드 컴퓨팅 환경에서 CPU와 Hard disk 테스트를 실시하였다. 테스트가 진행되는 동안, 제안한 방안과 전력측정기에 의해 예측 값과 실제 값을 얻고. 오차율을 계산하였다. 그 결과 CPU 테스트에서 예측 값과 실제 값의 차이는 약 4.22%이고, Hard disk 테스트에서는 약 8.51%을 보였다.

소아 환자에서 욕창 위험도 사정 도구의 예측타당도 비교: Braden, Braden Q 및 Braden QD 도구 (Comparison of the Predictive Validity of the Pressure Injury Risk Assessment in Pediatric Patients: Braden, Braden Q and Braden QD Scale)

  • 강지현;임은영;이남주;유혜민
    • 임상간호연구
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    • 제30권1호
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    • pp.35-44
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    • 2024
  • Purpose: The purpose of this study is to compare the predictive validity of pressure injury risk assessment, Braden, Braden Q and Braden QD for pediatric patients. Methods: Prospective observational study included patients under the age of 19 who were hospitalized to general wards, intensive care units of a children's hospital. Characteristics related to pressure injury were collected, and predicted validity was compared by calculating the areas under the curve (AUC) of the Braden, Braden Q, and Braden QD scales. Results: A total of 689 patients were included in the study. A total of 13 (1.9%) patients had pressure injuries, and the number of pressure injuries was 17. Factors related to the occurrence of pressure injuries were 9 (52.9%) immobility-related and 8 (47.1%) medical device-related. The AUC for each scale was .91 (95% CI .89~.94) for Braden, .92 (95% CI .90~.95) for Braden Q, and .94(95% CI .92~.96) for Braden QD. The optimal cut-off points were identified as 16 for Braden (sensitivity=88.8%, specificity=86.4%), 17 for Braden Q(sensitivity=63.6%, specificity=94.9%), and 12 for Braden QD (sensitivity=94.4%, specificity=88.7%). Conclusion: The Braden QD scale demonstrated the highest predictive validity for pressure injuries in pediatric patients and is expected to be valuable tool in preventing pediatrics pressure injuries.