• 제목/요약/키워드: diagnostic model

검색결과 861건 처리시간 0.028초

임상진단 검사에서 ROC 곡선의 응용 (Application of Receiver Operating Characteristics (ROC) Curves for Clinical Diagnostic Tests)

  • Pak, Son-Il;Koo, Hee-Seung;Hwang, Cheol-Yong;Youn, Hwa-Young
    • 한국임상수의학회지
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    • 제19권3호
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    • pp.312-315
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    • 2002
  • 질병에 이환된 개체로부터 이환되지 않은 개체를 구분하기 위해 사용되는 대부분의 진단검사는 판별의 기준점 (cut-off value)을 필요로 한다. ROC (receiver operating characteristic) 곡선은 이러한 목적으로 흔히 사용되고 있으며 진단의 기준점을 다양하게 변화시킬 때 진단검사의 정확도 (민감도와 특이도)를 제시해주는 지표로 활용되고 있다. 저자들은 수의학관련 연구자들이 이 방법을 효과적으로 사용할 수 있도록 EXCEL에 내장된 비쥬얼 베이직으로 binormal ROC 곡선의 최대우도비를 계산해주는 프로그램을 작성하였다. 방사선 분야의 자료와 미생물학 자료를 예제로 들어 이 프로그램의 활용성을 높이고자 하였고 이 분야에 관심이 있는 연구자는 저자에게 연락하여 이 프로그램을 얻을 수 있다.

Leadership Development in Students as Part of Attitude Development

  • Zhou Yongjun;Viktoriia O. Anishchenko;Olena V. Vasylenko;Nataliia V. Iaremenko;Mykhailo V. Fomin
    • International Journal of Computer Science & Network Security
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    • 제23권7호
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    • pp.79-90
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    • 2023
  • Leadership development corresponds to the focus on the individual's success and competitiveness strategy. This is the optimal direction of the organization of attitude development because it covers two aspects of the student's personality development, professionally-oriented and self-centric. The aim of the study is to identify and compare the leadership level in second-and fourth-year students to see dynamics of development and implementation of the leadership phenomenon in the professional and personal making up of future specialists. Based on the theoretical analysis of the issue, the authors developed an objective and subjective diagnostic model for leadership skills. In this study, data of the objective diagnostic technique are the key. Subjective diagnostic technique for leadership skills provides insights for problem interpretation. At the level of the first group of respondents, the average Leadership Skills Level of the second-year students was quite low and was found within the medium level. The second group of respondents consisting of the fourth-year students showed a slight but effective improvement. The Leadership Skills of this group were found at a sufficient level. Positive dynamics was revealed for all criteria of leadership skills as a result of applying objective diagnostic methods: decreased percentage of students with negative and relatively low markers of Leadership Skills Level and corresponding increase in percentage of applicants with positive markers of Leadership Skills Level. Further research can be organized in the direction of identifying and developing successful universal and professionally-oriented tactics for leadership development in students as part of attitude development.

MR Imaging-Histopathologic Correlation of Radiofrequency Thermal Ablation Lesion in a Rabbit Liver Model: Observation during Acute and Chronic Stages

  • Jong Deok Lee;Jeong Min Lee;Sang Won Kim;Chong Soo Kim;Woo Sung Mun
    • Korean Journal of Radiology
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    • 제2권3호
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    • pp.151-158
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    • 2001
  • Objective: To determine the ability of MR imaging to detect the pathological changes occurring in radiofrequency (RF) thermal lesions and to assess its accuracy in revealing the extent of tissue necrosis. Materials and Methods: Using an RF electrode, thermal lesions were created in the livers of 18 rabbits. The procedure involved three phases. In the acute phase, six animals were killed the day after performing thermal ablation with RF energy, and two on day 3. In the subacute and chronic phases, eight rabbits underwent percutaneous hepatic RF ablation. After performing MR imaging, two animals were sacrificed at 1, 2, 4, and 7 weeks after the procedure, and MRpathologic correlation was performed. Results: In the acute phase, the thermal ablation lesions appeared at gross examination as well-circumscribed, necrotic areas, representing early change in the coagulative necrosis seen at microscopic examination. They were hypointense on T2-weighted images, and hyperintense on T1-weighted images. Gadolinium-enhanced MR imaging showed that a thin hyperemic rim surrounded the central coagulative necrosis. In the subacute phase, ablated lesions also showed extensive coagulative necrosis and marked inflammation at microscopic examination. Beyond two weeks, the lesions showed gradual resorption of the necrotic area, with a peripheral fibrovascular rim. The size of lesions measured by MR imaging correlated well with the findings at gross pathologic examination. Conclusion: MR imaging effectively demonstrates the histopathological tissue change occurring after thermal ablation, and accurately determines the extent of the target area.

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Steer-by-Wire 시스템의 감지기에 대한 강인한 이상진단기법 (A Robust Method of Fault Diagnosis for Steer-by-Wire System's Sensor)

  • 문승욱;지용관;허건수;조동일;박장현
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2005년도 춘계학술대회 논문집
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    • pp.1463-1467
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    • 2005
  • This paper proposes an analytical redundancy technique for fault diagnostics of the sensor in steer-by-wire system. We use incorporating vehicle dynamics modeling into the design of a diagnostic system for steer-by-wire system. The use of a model of vehicle dynamics improves the speed and accuracy of the diagnoses. The proposed fault diagnostics algorithm is based on parity-space methods to generate residuals. To reduce the effects of modeling uncertainty and dynamic transients, the residuals are subject to filtering. We construct diagnostic system consisting residual threshold for detection and isolator with using the directional residual vector.

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The Analysis of Information Transfer Efficiency in Medical Image Display

  • 김종효;민병구;한만청;이충웅
    • 대한의용생체공학회:학술대회논문집
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    • 대한의용생체공학회 1992년도 춘계학술대회
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    • pp.55-57
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    • 1992
  • Image display is the last step of imaging chain in which the diagnostic information is transformed into perceivable intensities and transformed to observer's eye-brain system. In this process, a certain part of information may be efficiently transfered and another part may be inefficiently transfered leading to information loss. In this study, the visual perceptual properties of image display on CRT monitor has been investigated. Psychophysical experiment of target image detection has been performed using CRT monitor for various background grey levels, and the threshold difference grey levels required for visual discrimination have been predicted by computer simulation with visual model.

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개수로(開水路)에 작용(作用)하는 부정압력(不定壓力)에 관한 수치모형(數値模型) (Numerical Method for Transient Pressure on Canals)

  • 이길성
    • 대한토목학회논문집
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    • 제4권2호
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    • pp.35-43
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    • 1984
  • 본 연구(硏究)의 목적(目的)은 개수로(開水路)의 수위(水位)의 변동(變動)에 따른 자유(自由) 지하수면(地下水面)과 개수로(開水路)에 작용(作用)하는 부정압력(不定壓力)의 분포(分布)를 계산(計算)할 수 있는 수치(數値) 모형(模型)을 개발(開發)하는데 있다. Diagnostic Eq.은 Point SOR 방법에 의해서, 그리고 Prognostic Eq.은 Implicit Lax-Wendroff 방법에 의하여 해석하였다. Simulation 조건들에서 지하수(地下水) 침투면(浸透面)의 변화를 예측(豫測)하기 위하여 투수성(透水性) 및 불투수성개수로(不透水性開水路)에 대하여 네가지 다른 경우에 대한 결과(結果)를 나타내었다.

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프로세스고장검출을 위한 새로운 잔차발생기구 (A New Dynamic Residual Generator for Process Fault Detection)

  • 이기상;이상문
    • 대한전기학회논문지:시스템및제어부문D
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    • 제52권10호
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    • pp.575-582
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    • 2003
  • A new FDOs (fault diagnostic observers) and the residual generation schemes using the FDOs are suggested for the process fault detection and isolation of linear (control) systems. The design method of the FDO is described, first, for the full measurement systems. Then it is extended for the systems with unmeasurable state variables. An unknown input observer is proposed and applied for the extension. The size of the observer bank may be the smallest, specially in full measurement systems, because the order of the proposed FDO is very low. In spite of the simplicity, the scheme provides the same information for the detection and isolation of the anticipated faults as the conventional multiple observer based schemes. The residuals may be structured so that fault isolation can be performed by pre-selected logic. An FDIS using the proposed scheme is constructed for the model of the four-tank system. Simulation results show the practical feasibility of the proposed scheme.

Modeling and Experimental Study of Radio-frequency Glow Discharges and Applications for Plasma Processing

  • Kang, Nam-Jun
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2012년도 제42회 동계 정기 학술대회 초록집
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    • pp.179-179
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    • 2012
  • Low pressure radio-frequency glow discharges are investigated using theoretical modeling and various experimental diagnostic methods. In the calculations, global models and transformer models are developed to understand the chemical kinetics as well as the electrical properties such as the effective collision frequency, the heating mechanism and the power transferred to the plasma electrons. In addition, Boltzmann equation solver is used to compensate the effect of the electron energy distribution function (EEDF) shape in the global model, and the general expression of energy balance for non-Maxwellian electrons is developed. In the experiments, a number of traditional plasma diagnostic methods are used to compare with calculated results such as Langmuir probe, optical emission spectroscopy (OES), optical absorption spectroscopy (OAS) and two-photon absorption laser-induced fluorescence (TALIF). These theoretical and experimental methods are applied to understand several interesting phenomena in low pressure ICP discharges. The chemical and physical properties of low pressure ICP discharges are described and the applications of these methods are discussed.

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사례기반의 암전류 원인 진단 모델링 및 표준화 (Case Based Diagnosis Modeling of Dark Current Causes and Standardization of Diagnosis Process)

  • 조행득
    • 한국자동차공학회논문집
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    • 제25권2호
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    • pp.149-156
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    • 2017
  • Various kinds of accessories(e.g., clock, radio, automatic door locks, alarm devices, etc.) or unit components (e.g., black box, navigation system, alarm, private audio, etc.) require dark current even when the vehicle power is turned off. However, accessories or unit components can be the causes of excessive dark current generation. It results in battery discharge and the vehicle's failure to start. Therefore, immediate detection of abnormal dark current and response are very important for a successful repair job. In this paper, we can increase the maintenance efficiency by presenting a standardized diagnostic process for the measurement of the dark current and the existing problem. As a result of the absence of a system to block the dark current in a vehicle, diagnosis and repair were performed immediately by using a standardized dark current diagnostic process.

An Optimal Design Procedure based on the Safety Integrity Level for Safety-related Systems

  • Kim, Sung Kyu;Kim, Yong Soo
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권12호
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    • pp.6079-6097
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    • 2018
  • Safety-related systems (SRSs) has widely used in shipbuilding and power generation to prevent fatal accidents and to protect life and property. Thus, SRS performance is a high priority. The safety integrity level (SIL) is the relative performance level of an SRS with regard to its ability to operate reliably in a safe manner. In this article, we proposed an optimal design procedure to achieve the targeted SIL of SRSs. In addition, a more efficient failure mode and effects diagnostic analysis (FMEDA) process and optimization model were developed to improve cost efficiency. Based on previous IEC 61508 diagnostic analyses that revealed unnecessary costs associated with excessive reliability, the new approach consists of two phases: (i) SIL evaluation by FMEDA, and (ii) solution optimization for achieving the target SIL with minimal cost using integer-programming models. The proposed procedure meets the required safety level and minimizes system costs. A case study involving a gas-detection SRS was conducted to demonstrate the effectiveness of the new procedure.