• 제목/요약/키워드: utility detection

검색결과 225건 처리시간 0.021초

Tissue CA125 and HE4 Gene Expression Levels Offer Superior Accuracy in Discriminating Benign from Malignant Pelvic Masses

  • Fawzy, Amal;Mohamed, Mohamed R;Ali, Mohamed AM;El-Magied, Mohamed H Abd;Helal, Amany M
    • Asian Pacific Journal of Cancer Prevention
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    • 제17권1호
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    • pp.323-333
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    • 2016
  • Background: Ovarian cancer remains a major worldwide health care issue due to the lack of satisfactory diagnostic methods for early detection of the disease. Prior studies on the role of serum cancer antigen 125 (CA125) and human epididymis protein 4 (HE4) in detecting ovarian cancer presented conflicting results. New tools to improve the accuracy of identifying malignancy are urgently needed. We here aimed to evaluate the diagnostic utility of tissue CA125 and HE4 gene expression in comparison to serum CA125 and HE4 in discriminating benign from malignant pelvic masses. Materials and Methods: One-hundred Egyptian women were enrolled in this study, including 60 epithelial ovarian cancer (EOC) patients and 20 benign ovarian tumor patients, as well as 20 apparently healthy women. Preoperative serum levels of CA125 and HE4 were measured by immunoassays. Tissue expression levels of genes encoding CA125 and HE4 were determined by quantitative real time polymerase chain reaction (qRT-PCR). The diagnostic performance of CA125 and HE4, measured either as mRNA or protein levels, was evaluated by receiver operating characteristic (ROC) curves. Results: The serum CA125+HE4 combination and serum HE4, with area under the curve (AUC) values of 0.935 and 0.932, respectively, performed significantly better than serum CA125 (AUC=0.592; P<0.001). Tissue CA125 and HE4 (AUC=1) performed significantly better than serum CA125 (P<0.001), serum HE4 (P=0.016) and the serum CA125+HE4 combination (P=0.018). Conclusions: Measurement of tissue CA125 and HE4 gene expression not only improves discriminatory performance, but also broadens the range of differential diagnostic possibilities in distinguishing EOC from benign ovarian tumors.

국내 초전도 한류기 요구와 하이브리드 초전도 한류기 (Domestic Efforts for SFCL Application and Hybrid SFCL)

  • 현옥배;김혜림;임성우;심정욱;박권배;오일성
    • Progress in Superconductivity
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    • 제10권1호
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    • pp.60-67
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    • 2008
  • We present domestic efforts for superconducting fault current limiter (SFCL) application in the Korea Electric Power Corporation (KEPCO) grid and pending points at issue. KEPCO's decision to upgrade the 154 kV/22.9 kV main transformer from 60 MVA to 100 MVA cast a problem of high fault current in the 22.9 kV distribution lines. The grid planners supported adopting an SFCL to control the fault current. This environment friendly to SFCL application must be highly dependent upon the successful development of SFCL having specifications that domestic utility required. The required conditions are (1) small size of not greater than twice of 22.9 kV gas insulated switch-gear (GIS), (2) sustainability of current limitation without the line breaking by circuit breakers (CB) for maximum 1.5 seconds. Also, optionally, recommended is (3) the reclosing capability. Conventional resistive SFCLs do not meet (1) $\sim$ (3) all together. A hybrid SFCL is an excellent solution to meet the conditions. The hybrid SFCL consists of HTS SFCL components for fault detection and line commutation, a fast switch (FS) to break the primary path, and a limiter. This characteristic structure not only enables excellent current limiting performances and the reclosing capability, but also allows drastic reduction of HTS volume and small size of the cryostat, resulting in economic feasibility and compactness of the equipment. External current limiter also enables long term limitation since it is far less sensitive to heat generation than HTS. Semi-active operation is another advantage of the hybrid structure. We will discuss more pending points at issues such as maintenance-free long term operation, small size to accommodate the in-house substation, passive and active control, back-up plans, diagnosis, and so on.

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응급실에서 손가락의 힘줄 손상에 대한 초음파의 유용성 (The Utility of Ultrasonography in the Emergency Department for the Diagnosis of Finger Tendon Injury)

  • 박정우;이장영;이원석;성원영;서상원;양중일
    • Journal of Trauma and Injury
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    • 제27권4호
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    • pp.139-144
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    • 2014
  • Purpose: Detection and determination of tendon injury in the finger or hand is not easy. Therefore, we aimed to study and evaluate the accuracy and the effectiveness of ultrasonography for the diagnosis of finger tendon injury. Methods: In this study, we enrolled patients, regardless of age and sex, with lacerations on their fingers. Patients with invisible wounds were excluded. We evaluated the accuracy and the effectiveness of ultrasonography and compared the results obtained from ultrasonography and with those obtained by visual observation of the injuries. Results: The sensitivity, the specificity and the accuracy of ultrasonography were found to be 66.7%, 100% and 91.3%, respectively (p<0.001) while those of physical examination were 71.4%, 98.3% and 91.3%, respectively. Small differences were observed between the sensitivities and specificities of the two examinations; however, the accuracies were the same (p<0.001). The area under the receiver operating characteristic (ROC) curve, which was used for diagnosis of tendon rupture using ultrasonography, was found to be 0.985 (95% confidence interval CI: 0.929-0.999),while that of physical examination was 0.938 (95% CI: 0.861-0.980). Conclusion: Ultrasonography can be used an effective diagnostic tool for patients with finger tendon injury.

Thwarting Sybil Attackers in Reputation-based Scheme in Mobile Ad hoc Networks

  • Abbas, Sohail;Merabti, Madjid;Kifayat, Kashif;Baker, Thar
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제13권12호
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    • pp.6214-6242
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    • 2019
  • Routing in mobile ad hoc networks is performed in a distributed fashion where each node acts as host and router, such that it forwards incoming packets for others without relying on a dedicated router. Nodes are mostly resource constraint and the users are usually inclined to conserve their resources and exhibit selfish behaviour by not contributing in the routing process. The trust and reputation models have been proposed to motivate selfish nodes for cooperation in the packet forwarding process. Nodes having bad trust or reputation are detected and secluded from the network, eventually. However, due to the lack of proper identity management and use of non-persistent identities in ad hoc networks, malicious nodes can pose various threats to these methods. For example, a malicious node can discard the bad reputed identity and enter into the system with another identity afresh, called whitewashing. Similarly, a malicious node may create more than one identity, called Sybil attack, for self-promotion, defame other nodes, and broadcast fake recommendations in the network. These identity-based attacks disrupt the overall detection of the reputation systems. In this paper, we propose a reputation-based scheme that detects selfish nodes and deters identity attacks. We address the issue in such a way that, for normal selfish nodes, it will become no longer advantageous to carry out a whitewash. Sybil attackers are also discouraged (i.e., on a single battery, they may create fewer identities). We design and analyse our rationale via game theory and evaluate our proposed reputation system using NS-2 simulator. The results obtained from the simulation demonstrate that our proposed technique considerably diminishes the throughput and utility of selfish nodes with a single identity and selfish nodes with multiple identities when compared to the benchmark scheme.

PDA 환경에서 자동화자 확인의 계산량 개선을 위한 연구 (A Study for Complexity Improvement of Automatic Speaker Verification in PDA Environment)

  • 서창우;임영환;전성채;장남영
    • 융합신호처리학회논문지
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    • 제10권3호
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    • pp.170-175
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    • 2009
  • 본 논문은 PDA 디바이스에서 개인정보를 보호하기 위한 자동화자확인 시스템을 제안한다. 최근 M-커머스와 같은 모바일 환경을 위한 PDA의 용량이 확장되고 사용이 증가되고 있다. 그러나 너무 많은 계산량 때문에 PDA 디바이스에서 자동화자확인의 실질적인 응용은 여전히 많은 어려움이 존재한다. 본 논문에서는 이러한 문제점을 해결하기 위해서 음성발성 동안 스펙트럼 차감법과 음성 검출과 같은 전처리를 수행함으로써 계산량을 줄일 수 있는 방법을 적용하였다. 또한 빠른 처리 결과를 얻기 위한 은닉마코프모델의 최적 상태 정합과 시퀀스 확률비 테스트를 적용하였다. 전체적인 시스템은 PDA디바이스의 제한된 메모리와 낮은 CPU 속도에 적합하도록 간결하게 구현하였다.

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Protein Microarray의 응용 및 발전 전망 (Applications and Developmental Prospect of Protein Microarray Technology)

  • 오영희;한민규;김학성
    • KSBB Journal
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    • 제22권6호
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    • pp.393-400
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    • 2007
  • 현재 많은 대학과 기업에서 다양한 방법으로 상용화가 가능한 protein microarray의 개발을 위해 많은 연구를 집중하고 있다. Protein microarray의 제작 및 분석 조건을 최적화하기 위한 연구도 진행되고 있지만 protein microarray로 부터 얻은 분석 결과를 모든 연구자들이 공유하고 통합하기 위한 노력이 절실한 실정이다. 뿐만 아니라, PCR 같은 무한 확장 방법이 존재하지 않는 단백질의 특성을 고려할 때, 좀 더 실용적인 protein microarray를 많이 만들기 위해서는 수많은 단백질들과 결합할 수 있는 특이성이 높고 결합력이 강한 capture molecule들을 개발하는 것이 필수이다. 그러나 이러한 장애에도 불구하고 protein microarray는 아주 적은 시료량으로 high-throughput assay가 가능하다는 장점 때문에 현재의 생명과학의 발전 추세로 볼 때 앞으로 protein microarray가 조만간 실용화될 것이며 이의 시장성은 매우 클 것으로 기대된다. 보다 빠른 실용화를 위해서는 protein microarray의 개발에 필요한 기반 기술의 개발과 동시에 이를 활용하기 위한 contents의 개발도 절실히 요구된다.

뇌의 Thyrotropin Releasing Hormone 수용체 분포에 관한 연구 (Characterization of Thyrotrpin Releasing Hormone Receptor in Brain)

  • 궁성수;김승택;정준기;이명철;조보연;고창순;유은숙;박은미;서일택
    • 대한핵의학회지
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    • 제24권1호
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    • pp.93-100
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    • 1990
  • To evaluate the utility of autoradiographic technique in the detection of TRH receptor changes in brain after the various kinds of stimulation or drug administration, we tried the characterization of TRH receptor in mouse brain and autoradiography in rat brain as a preliminary study. The Kd value of [3-H] MeTRH to TRH receptors of adult male ICR mouse brain (cebellum and spinal cord were excluded) was 3.55+0.6 nM and Bmax was 3.44+0.52 fmol/mg wet tissue by saturation analysis. The Kd value of TRH to TRH receptors was 133.8+28.2 nM by competition analysis. And we could visualize the distribution of TRH receptors in rat brain by autoradiographic technique.

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Evaluation of circulating IGF-I and IGFBP-3 as biomarkers for tumors in dogs

  • Song, Doo-Won;Ro, Woong-Bin;Sur, Jung-Hyang;Seung, Byung-Joon;Kang, Hyun-Min;Kim, Jong-Won;Park, See-Hyoung;Park, Hee-Myung
    • Journal of Veterinary Science
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    • 제22권6호
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    • pp.77.1-77.10
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    • 2021
  • Background: Serum-based parameters are considered non-invasive biomarkers for cancer detection. In human studies, insulin-like growth factor-I and II (IGF-I and IGF-II) and insulin-like growth factor binding protein-3 (IGFBP-3) are useful as diagnostic or prognostic markers and potential therapeutic targets. Objectives: This study examined the diagnostic utility of circulating IGF-I, IGF-II, and IGFBP-3 levels in healthy dogs and dogs with tumors. Methods: The serum concentrations of these biomarkers in 86 dogs with tumors were compared with those in 30 healthy dogs using an enzyme-linked immunosorbent assay (ELISA). Results: The ELISA results showed no difference between healthy dogs and dogs with tumors in the serum IGF-II concentrations. On the other hand, there was a significant difference in the circulating IGF-I and IGFBP-3 levels between healthy dogs and dogs with tumors. The concentrations of serum IGF-I (median [interquartile range], 103.4 [59.5-175] ng/mL) in dogs with epithelial tumors were higher than those (58.4 ng/mL [43.5-79.9]) in healthy dogs. Thus, the concentrations of serum IGFBP-3 (43.4 ng/mL [33.2-57.2]) in dogs with malignant mesenchymal tumors were lower than those (60.8 ng/mL [47.6-70.5]) in healthy dogs. Conclusions: The serum IGF-I and IGFBP-3 levels can be used as diagnostic biomarkers in dogs with tumors.

마이크로어레이 분석기법의 임상적용에 관한 연구 (Medical Implementation of Microarray Technology)

  • 강지언
    • 대한임상검사과학회지
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    • 제52권4호
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    • pp.310-316
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    • 2020
  • 마이크로어레이 진단 기법의 발달은 세포유전학적 관점에서, 다양한 종류의 유전학적 질병과 관련하여 새로운 정보를 제공하고, 질병에 대한 기본적인 통찰력을 제공하는데 매우 중요한 역할을 제공하고 있다. 그동안 많은 연구들에서, 마이크로어레이 기술을 활용한 인간 게놈의 유동성과 다양성을 입증해 주었으며, 게놈의 취약성을 식별하기 위한 보다 정확한 진단기법과 적절한 임상 관리 방법을 효율적으로 제공해 왔다. 앞으로 다양한 유전과 관련된 질병에 기존 세포유전학적 방법을 자동화된 마이크로어레이 방법으로 전환한다면, 보다 효율적인 방법으로 질병을 진단하고, 정확성을 향상시키며, 유전자 배열의 암호화 및 복잡한 특성을 밝히는데 매우 중요한 역할을 할 것으로 생각된다. 또한 이 분석 기법을 활용하여 게놈과 인간의 건강, 질병과의 관계를 분석하여 다양한 정보를 미리 제공하여 질병을 예방하고, 질병의 진단 및 치료에도 도움이 될 수 있는 새로운 혁명을 일으킬 수 있을 것으로 기대된다.

Deep learning-based apical lesion segmentation from panoramic radiographs

  • Il-Seok, Song;Hak-Kyun, Shin;Ju-Hee, Kang;Jo-Eun, Kim;Kyung-Hoe, Huh;Won-Jin, Yi;Sam-Sun, Lee;Min-Suk, Heo
    • Imaging Science in Dentistry
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    • 제52권4호
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    • pp.351-357
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    • 2022
  • Purpose: Convolutional neural networks (CNNs) have rapidly emerged as one of the most promising artificial intelligence methods in the field of medical and dental research. CNNs can provide an effective diagnostic methodology allowing for the detection of early-staged diseases. Therefore, this study aimed to evaluate the performance of a deep CNN algorithm for apical lesion segmentation from panoramic radiographs. Materials and Methods: A total of 1000 panoramic images showing apical lesions were separated into training (n=800, 80%), validation (n=100, 10%), and test (n=100, 10%) datasets. The performance of identifying apical lesions was evaluated by calculating the precision, recall, and F1-score. Results: In the test group of 180 apical lesions, 147 lesions were segmented from panoramic radiographs with an intersection over union (IoU) threshold of 0.3. The F1-score values, as a measure of performance, were 0.828, 0.815, and 0.742, respectively, with IoU thresholds of 0.3, 0.4, and 0.5. Conclusion: This study showed the potential utility of a deep learning-guided approach for the segmentation of apical lesions. The deep CNN algorithm using U-Net demonstrated considerably high performance in detecting apical lesions.