• 제목/요약/키워드: Diagnostic validation

검색결과 157건 처리시간 0.033초

메소스케일 유연 외팔보 센서를 이용한 진동유동의 무선 계측 (Wireless Telemetry of an Oscillating Flow using Mesoscale Flexible Cantilever Sensor)

  • 박병규;이준식
    • 대한기계학회논문집B
    • /
    • 제37권5호
    • /
    • pp.495-501
    • /
    • 2013
  • 곤충을 비롯한 많은 생물은 매질의 진동을 감지할 수 있는 다양한 감각기관을 이용하여 외부 교란을 감지하고 서로 통신하며 생명 유지활동을 하고 있다. 가장 가까이 접하는 진동유동의 대표적인 예로는 인체의 호흡을 들 수 있다. 본 연구에서는 마이크로제조 공정을 통해 메소스케일 저항식 감지소자, 특히 외팔보 형상의 유연 감지소자를 이용한 유량측정법을 제안하고, 무선통신을 이용한 유동측정 시스템화 및 휴대화의 가능성을 고찰하였다. 탄성계수가 낮은 기질재료를 사용함으로써 온 습도에 영향을 받지 않는 건강 진단용 호흡센서로서의 가능성 및 확장성을 확인하였다. 또한 유동감지 센서의 측정 데이터를 분석한 결과, 정밀성과 신뢰성은 마이크로 컨트롤러의 분해능, 노이즈 제거기술에도 의존하는 것으로 나타났다. 이 시스템에서 패킷 간의 최소 전송소요 시간은 약 16 ms로 나타났다.

Mitochondrial DNA Levels in Blood and Tissue Samples from Breast Cancer Patients of Different Stages

  • Xia, Peng;Wang, Hui-Juan;Geng, Ting-Ting;Xun, Xiao-Jie;Zhou, Wen-Jing;Jin, Tian-Bo;Chen, Chao
    • Asian Pacific Journal of Cancer Prevention
    • /
    • 제15권3호
    • /
    • pp.1339-1344
    • /
    • 2014
  • Aims: Alterations in mitochondrial DNA (mtDNA) have been implicated in carcinogenesis and tumor progression. We here evaluated the diagnostic and prognostic potential of mtDNA as a biomarker for breast cancer. Methods: Using multiplex real-time polymerase chain reaction, nuclear DNA (nDNA) and mtDNA levels in serum, buffy coat, tumor, and tumor-adjacent tissue samples from 50 breast cancer patients were determined and assessed for associations with clinicopathological features. To evaluate mtDNA as a biomarker for distinguishing between the four sample types, we created receiver operating characteristic (ROC) curves. Results: The mtDNA levels in buffy coat were significantly lower than in other sample types. Relative to tumor-adjacent tissue, reduced levels of mtDNA were identified in buffy coat and tumor tissue but not in serum. According to ROC curve analysis, mtDNA levels could be used to distinguish between buffy coat and tumor-adjacent tissue samples with good sensitivity (77%) and specificity (83%). Moreover, mtDNA levels in serum and tumor tissue were positively associated with cancer TMN stage. Conclusions: The mtDNA levels in blood samples may represent a promising, non-invasive biomarker in breast cancer patients. Additional, large-scale validation studies are required to establish the potential use of mtDNA levels in the early diagnosis and monitoring of breast cancer.

Usefulness of four commonly used neuropathic pain screening questionnaires in patients with chronic low back pain: a cross-sectional study

  • Gudala, Kapil;Ghai, Babita;Bansal, Dipika
    • The Korean Journal of Pain
    • /
    • 제30권1호
    • /
    • pp.51-58
    • /
    • 2017
  • Background: Recently symptoms-based screening questionnaires have gained attention for screening for a neuropathic pain component (NePC) in various chronic pain conditions. The present study assessed the usefulness of four commonly used NePC screening questionnaires including the Self-completed douleur neuropathique 4 (S-DN4), the ID Pain, the painDETECT questionnaire (PDQ), and the Self-completed Leeds Assessment of neuropathic Symptoms and Signs (S-LANSS) questionnaire in patients with chronic low back pain (CLBP) to assess the presence of NePC. Methods: This is a single-center cross-sectional study where patients with CLBP, with or without leg pain, were included. Participants were initially screened for NePC presence by a physician according to the regular practice, and later assessed using screening questionnaires. The diagnostic accuracy of these questionnaires was compared assuming the physician-made diagnosis as the gold standard. Results: A total of 215 patients with CLBP of which 164 (76.3%, 95% CI, 70.2-81.5) had a NePC were included. S-DN4, ID Pain, and PDQ have an area under the curve (AUC) > 0.8 indicating excellent discrimination. However, S-LANSS has an AUC of 0.69 (0.62-0.75), indicating low discrimination. S-DN4 has a significantly higher AUC as compared to ID Pain (d(AUC) = 0.063, P < 0.01) and S-LANSS (d(AUC) = 0.197, P < 0.01). But the AUC of S-DN4 does not significantly differ from that of PDQ (d(AUC) = 0.013, P = 0.62). Conclusions: S-DN4, ID Pain, and PDQ, but not S-LANSS, have good discriminant validity to screen for NePCs in patients with CLBP. Despite using all the tests, 20-30% of patients with an NePC were missed. Thus, these questionnaires can only be used as an initial clue in screening for NePCs, but do not replace clinical judgment.

Validation of Three Breast Cancer Nomograms and a New Formula for Predicting Non-sentinel Lymph Node Status

  • Derici, Serhan;Sevinc, Ali;Harmancioglu, Omer;Saydam, Serdar;Kocdor, Mehmet;Aksoy, Suleyman;Egeli, Tufan;Canda, Tulay;Ellidokuz, Hulya;Derici, Solen
    • Asian Pacific Journal of Cancer Prevention
    • /
    • 제13권12호
    • /
    • pp.6181-6185
    • /
    • 2012
  • Background: The aim of the study was to evaluate the available breast nomograms (MSKCC, Stanford, Tenon) to predict non-sentinel lymph node metastasis (NSLNM) and to determine variables for NSLNM in SLN positive breast cancer patients in our population. Materials and Methods: We retrospectively reviewed 170 patients who underwent completion axillary lymph node dissection between Jul 2008 and Aug 2010 in our hospital. We validated three nomograms (MSKCC, Stanford, Tenon). The likelihood of having positive NSLNM based on various factors was evaluated by use of univariate analysis. Stepwise multivariate analysis was applied to estimate a predictive model for NSLNM. Four factors were found to contribute significantly to the logistic regression model, allowing design of a new formula to predict non-sentinel lymph node metastasis. The AUCs of the ROCs were used to describe the performance of the diagnostic value of MSKCC, Stanford, Tenon nomograms and our new nomogram. Results: After stepwise multiple logistic regression analysis, multifocality, proportion of positive SLN to total SLN, LVI, SLN extracapsular extention were found to be statistically significant. AUC results were MSKCC: 0.713/Tenon: 0.671/Stanford: 0.534/DEU: 0.814. Conclusions: The MSKCC nomogram proved to be a good discriminator of NSLN metastasis in SLN positive BC patients for our population. Stanford and Tenon nomograms were not as predictive of NSLN metastasis. Our newly created formula was the best prediction tool for discriminate of NSLN metastasis in SLN positive BC patients for our population. We recommend that nomograms be validated before use in specific populations, and more than one validated nomogram may be used together while consulting patients.

Pyruvate Kinase M2: A Novel Biomarker for the Early Detection of Acute Kidney Injury

  • Cheon, Ji Hyun;Kim, Sun Young;Son, Ji Yeon;Kang, Ye Rim;An, Ji Hye;Kwon, Ji Hoon;Song, Ho Sub;Moon, Aree;Lee, Byung Mu;Kim, Hyung Sik
    • Toxicological Research
    • /
    • 제32권1호
    • /
    • pp.47-56
    • /
    • 2016
  • The identification of biomarkers for the early detection of acute kidney injury (AKI) is clinically important. Acute kidney injury (AKI) in critically ill patients is closely associated with increased morbidity and mortality. Conventional biomarkers, such as serum creatinine (SCr) and blood urea nitrogen (BUN), are frequently used to diagnose AKI. However, these biomarkers increase only after significant structural damage has occurred. Recent efforts have focused on identification and validation of new noninvasive biomarkers for the early detection of AKI, prior to extensive structural damage. Furthermore, AKI biomarkers can provide valuable insight into the molecular mechanisms of this complex and heterogeneous disease. Our previous study suggested that pyruvate kinase M2 (PKM2), which is excreted in the urine, is a sensitive biomarker for nephrotoxicity. To appropriately and optimally utilize PKM2 as a biomarker for AKI requires its complete characterization. This review highlights the major studies that have addressed the diagnostic and prognostic predictive power of biomarkers for AKI and assesses the potential usage of PKM2 as an early biomarker for AKI. We summarize the current state of knowledge regarding the role of biomarkers and the molecular and cellular mechanisms of AKI. This review will elucidate the biological basis of specific biomarkers that will contribute to improving the early detection and diagnosis of AKI.

Validation of a new three-dimensional imaging system using comparative craniofacial anthropometry

  • Naini, Farhad B.;Akram, Sarah;Kepinska, Julia;Garagiola, Umberto;McDonald, Fraser;Wertheim, David
    • Maxillofacial Plastic and Reconstructive Surgery
    • /
    • 제39권
    • /
    • pp.23.1-23.8
    • /
    • 2017
  • Background: The aim of this study is to validate a new three-dimensional craniofacial stereophotogrammetry imaging system (3dMDface) through comparison with manual facial surface anthropometry. The null hypothesis was that there is no difference between craniofacial measurements using anthropometry vs. the 3dMDface system. Methods: Facial images using the new 3dMDface system were taken from six randomly selected subjects, sitting in natural head position, on six separate occasions each 1 week apart, repeated twice at each sitting. Exclusion criteria were excess facial hair, facial piercings and undergoing current dentofacial treatment. 3dMDvultus software allowed facial landmarks to be marked and measurements recorded. The same measurements were taken using manual anthropometry, using soluble eyeliner to pinpoint landmarks, and sliding and spreading callipers and measuring tape to measure distances. The setting for the investigation was a dental teaching hospital and regional (secondary and tertiary care) cleft centre. The main outcome measure was comparison of the craniofacial measurements using the two aforementioned techniques. Results: The results showed good agreement between craniofacial measurements using the 3dMDface system compared with manual anthropometry. For all measurements, except chin height and labial fissure width, there was a greater variability with the manual method compared to 3D assessment. Overall, there was a significantly greater variability in manual compared with 3D assessments (p < 0.02). Conclusions: The 3dMDface system is validated for craniofacial measurements.

Cross Validation of Attention-Deficit/Hyperactivity Disorder-After School Checklist

  • Lee, Sukhyun;Kim, Bongseog;Yoo, Hanik K.;Huh, Hannah;Roh, Jaewoo
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
    • /
    • 제29권3호
    • /
    • pp.129-136
    • /
    • 2018
  • Objectives: This study aimed to evaluate the efficacy of the attention-deficit/hyperactivity disorder (ADHD)-After School Checklist (ASK) by comparing the results of the Comprehensive Attention Test (CAT) and Clinical Global Impression-Severity (CGI-S) Scale and then by calculating the area under the receiver operating characteristic (ROC) curve. Methods: We performed correlation analyses on the ASK and CAT results and then the ASK and CGI-S results. We created a ROC curve and evaluated performance on the ASK as a diagnostic tool. We then analyzed the test results of 1348 subjects (male 56.8%), including 1201 subjects in the general population and 147 ADHD subjects, aged 6-15 years, from kindergarten to middle school in Seoul and Gyeonggi province, South Korea. Results: According to the correlation analyses, ASK scores and the Attention Quotient (AQ) of CAT scores showed a significant correlation of -0.20--0.29 (p<0.05). The t-test between ADHD scores and CGI-S also showed a significant correlation (t=-2.55, p<0.05). The area under the ROC curve was calculated as 0.81, indicating good efficacy of the ASK, and the cut-off score was calculated as 15.5. Conclusion: The ASK can be used as a valid tool not only to evaluate functional impairment of ADHD children and adolescents but also to screen ADHD.

전문가 변증과정을 반영한 중풍 변증 판별모형 (Discriminant Model for Pattern Identifications in Stroke Patients Based on Pattern Diagnosis Processed by Oriental Physicians)

  • 이정섭;김소연;강병갑;고미미;김정철;오달석;김노수;최선미;방옥선
    • 동의생리병리학회지
    • /
    • 제23권6호
    • /
    • pp.1460-1464
    • /
    • 2009
  • In spite of many studies on statistical model for pattern identifications (PIs), little attention has been paid to the complexity of pattern diagnosis processed by oriental physicians. The aim of this study is to develop a statistical diagnostic model which discriminates four PIs using multiple indicators in stroke. Clinical data were collected from 981 stroke patients and 516 data of which PIs were agreed by two independent physicians were included. Discriminant analysis was carried out using clinical indicators such as symptoms and signs which referred to pattern diagnosis, and applied to validation samples which contained all symptoms and signs manifested. Four Fischer's linear discriminant models were derived and their accuracy and prediction rates were 93.2% and 80.43%, respectively. It is important to consider the pattern diagnosis processed by oriental physicians in developing statistical model for PIs. The discriminant model developed in this study using multiple indicators is valid, and can be used in the clinical fields.

식도염 진단을 위한 영상 판별분석 (Image Discriminal Analysis for Detecting a Esophagitis)

  • 서광욱;이창우;김웅;이소연;이대원
    • 대한의용생체공학회:의공학회지
    • /
    • 제25권6호
    • /
    • pp.545-550
    • /
    • 2004
  • 디지털 내시경 영상에서 식도염 등의 이상부위를 검출하기 위하여 임상 영상의 색상과 텍스쳐 인자에 대한 정보를 얻은 후 판별분석에 의해 영상의 이상부위론 인식하 수 있는 영상처리 알고리즘을 개발하였다. 이 알고리즘을 개발하기 위하여 여러 가지 영상처리 인자들 중에서 어떠한 인자들이 정상과 이상 부위를 구별할 수 있는 중요한 특징 인자가 되는지를 구명하였다. 이 특징 인자들을 이용하여 식도염의 중요한 진단기준이라 할 수 있는 미란 및 궤양에 대한 검출을 수행하였다. 이를 검증하기 위하여 20개의 영상 이미지를 사용하였으며 판별분석의 알고리즘을 사용할 때 보정단계와 검증단계의 성공률은 각각 92.8%와 92.4%를 나타내었다.

전신성 활동불능증(Systemic Exertion Intolerance Disease) 진단 기준을 바탕으로 한 만성 피로 증후군(Chronic Fatigue Syndrome) 진단 설문지 개발 및 신뢰도 평가 (Development and Validation of Questionnaire for Chronic Fatigue Syndrome (CFS) Diagnosis Based on Systemic Exertion Intolerance Disease (SEID) Criteria)

  • 임은진;손창규;장은수
    • 대한한방내과학회지
    • /
    • 제41권3호
    • /
    • pp.293-305
    • /
    • 2020
  • Purpose: This study aimed to develop a questionnaire for the diagnosis of chronic fatigue syndrome (CFS) designed based on the systematic exertion intolerance disorder (SEID) criteria, and to validate the reliability of the questionnaire. Methods: A literature search on questionnaires for CFS diagnosis was conducted to develop a SEID questionnaire (SEID-Q27), followed by a pilot survey to identify the reliability of the questionnaire. Adults (Daejeon university personnel) with a Chalder fatigue scale (CFQ) score ≥15 were invited for the survey. We commenced the survey in November 2019 with a two weeks of interval for the test and retest method. The reliability of the questionnaire was investigated in three angles: 1. Cronbach's α, 2. correlations (r) of the questions, numerical rating scale (NRS), and visual analog scale (VAS), and 3. kappa (k) analysis. Results: Among the total 275 adults registered, 55 (20%) participants with a CFQ score ≥15 were invited, and 31 (11%) [15 male, 16 female] completed the questionnaire. The total Cronbach's α was 0.944 for the test and 0.949 for the retest. The reliability (r) of questions by CFQ score (≥15, ≥18, ≥20) ranged from 0.533-0.928 (p <0.05), and the r score of the NRS and VAS were the highest in CFQ scores ≥20, at 0.933 (p<0.001). The agreement rate of the SEID-Q27 between the test and retest was 87% (kappa k=0.743). Conclusions: The SEID-Q27 seems to be reliable. Further studies are needed to measure the validity of the tool and the cutoff point.