• 제목/요약/키워드: Fuzzy Functions

검색결과 941건 처리시간 0.024초

심근허혈검출을 위한 심박변이도의 시간과 주파수 영역에서의 특징 비교 (Comparison of HRV Time and Frequency Domain Features for Myocardial Ischemia Detection)

  • 전설위;장진흥;이상홍;임준식
    • 한국콘텐츠학회논문지
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    • 제11권3호
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    • pp.271-280
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    • 2011
  • 심박 변이도 (HRV) 분석은 심근허혈 (MI)를 평가하기 위한 편리한 도구이다. HRV에 대한 분석법은 시간 영역과 주파수 영역 분석으로 나눠질 수 있다. 본 논문은 단기간의 HRV 분석에 있어서 웨이블릿 변환을 주파수 영역 분석과 시간 영역 분석 비교하기 위하여 사용하였다. ST-T와 정상 에피소드는 각각 European ST-T 데이터베이스와 MIT-BIH Normal Sinus Rhythm 데이터베이스에서 각각 수집되었다. 한 에피소드는 32개 연속하는 RR 간격으로 나눠질 수 있다. 18개 HRV 특징은 시간과 주파수 영역 분석을 통하여 추출된다. 가종 퍼지소속함수 신경망 (NEWFM)은 추출된 18개의 특징을 이용하여 심근허혈을 진단하였다. 결과는 보여주는 평균 정확도로부터 시간영역과 주파수영역의 특징은 각각 75.29%와 80.93%이다.

공항 유휴시설의 활용방안에 대한 평가 (Evaluating the Alternative Options for Redevelopment of Airport Idle Facilities)

  • 박용화
    • 대한교통학회지
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    • 제21권3호
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    • pp.37-46
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    • 2003
  • 지난 수년간 아시아 주요공항들은 지속적으로 늘어나는 항공수요로 인해 혼잡과 지연현상이 가중된 상태에서 공항을 운영 해왔다. 이러한 문제를 해결하고자 우리나라를 비롯한 중국, 일본, 태국, 말레이시아, 인도네시아 등의 국가들은 기존 시설을 확장하거나 신공항을 계획·건설하게 되었다. 신공항을 건설할 경우, 기존공항에 대한 활용문제가 중요한 이슈로 나타나게 된다. 일부 공항들은 국내선 전용공항으로 기능자체를 축소하여 운영하는 경우와 공항과는 전혀 상관없는 타 용도로 완전히 변경하는 경우도 있었다. 타 용도로 완전하게 기능을 변경하거나 공항기능 자체가 축소되어 많은 유휴시설이 발생할 경우에는 이에 대한 체계적인 활용방안이 수립되어야만 한다. 본 논문에서는 공항의 유휴시설에 대한 효율적인 활용방안을 평가하는 방법론을 정립·적용코자 하였다. 평가의 대상공항으로 김포국제공항을 선정하였으며, 평가방법은 서로 다른 이해집단인 여객, 공항전문가, 지역사회주민들의 의견을 물어 이를 퍼지언어변수로 분석하는 방식을 채택하였다. 설문조사는 대상자를 직접 면담하는 방식을 취했으며, 설문조사 결과를 바탕으로 14개의 유치시설 및 기능으로 활용대안을 설정한 뒤, 이들을 수익성, 연계성, 사회성, 공간성, 공익성 등과 같은 기준에 따라 평가하였다. 평가결과에 따르면 전자게임랜드, 쇼핑몰·대형할인점, 비즈니스 사무공간, 먹거리 타운, 시네마 타운 등이 적합한 것으로 나타났다.

SDWSN 환경의 PUF 기반 그룹 키 분배 방법 개선 (An Enhanced Scheme of PUF-Assisted Group Key Distribution in SDWSN)

  • 오정민;정익래;변진욱
    • 정보보호학회논문지
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    • 제29권1호
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    • pp.29-43
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    • 2019
  • 최근, IoT 무선 디바이스 등의 증가로 WSN(Wireless Sensor Network) 환경에서 네트워크 트래픽이 증가하면서 네트워크 자원을 안전하고 효율적으로 관리하는 SDN(Software-Defined Networking)을 WSN에 적용한 SDWSN(Software-Defined Wireless Sensor Networking)과 그에 대한 보안 기술에 대한 관심도가 증가하고 있다. 본 논문에서는 SDWSN 환경에서 PUF(Physical Unclonable Function) 기반 그룹 키 분배 방법을 안전하고 효율적으로 설계하는 방법을 서술한다. 최근에 Huang 등은 그룹 키 분배에 SDN의 장점과 PUF의 물리적 보안 기능을 이용하여 그룹 키 분배 방법을 설계하였다. 하지만, 본 논문에서는 Huang 등의 프로토콜이 보조 제어부 미인증과 불필요한 동기화 정보를 유지하는 취약점이 존재함을 발견하였다. 본 논문에서는 보조 제어부에 인증과정을 안전하게 설계하고, 불필요한 동기화 정보는 삭제하되 카운터 스트링과 랜덤 정보를 추가하여 Huang의 취약점을 개선하였다.

Prediction of rock slope failure using multiple ML algorithms

  • Bowen Liu;Zhenwei Wang;Sabih Hashim Muhodir;Abed Alanazi;Shtwai Alsubai;Abdullah Alqahtani
    • Geomechanics and Engineering
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    • 제36권5호
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    • pp.489-509
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    • 2024
  • Slope stability analysis and prediction are of critical importance to geotechnical engineers, given the severe consequences associated with slope failure. This research endeavors to forecast the factor of safety (FOS) for slopes through the implementation of six distinct ML techniques, including back propagation neural networks (BPNN), feed-forward neural networks (FFNN), Takagi-Sugeno fuzzy system (TSF), gene expression programming (GEP), and least-square support vector machine (Ls-SVM). 344 slope cases were analyzed, incorporating a variety of geometric and shear strength parameters measured through the PLAXIS software alongside several loss functions to assess the models' performance. The findings demonstrated that all models produced satisfactory results, with BPNN and GEP models proving to be the most precise, achieving an R2 of 0.86 each and MAE and MAPE rates of 0.00012 and 0.00002 and 0.005 and 0.004, respectively. A Pearson correlation and residuals statistical analysis were carried out to examine the importance of each factor in the prediction, revealing that all considered geomechanical features are significantly relevant to slope stability. However, the parameters of friction angle and slope height were found to be the most and least significant, respectively. In addition, to aid in the FOS computation for engineering challenges, a graphical user interface (GUI) for the ML-based techniques was created.

비상시 용수 연계공급 성능의 시·공간적 평가를 위한 A-PDA 모형 및 공급성능지표의 적용 (An application of the A-PDA model and the water supply performance index for the temporal and spatial evaluation of the performance of emergency water supply plans via interconnections)

  • 옥수연;김수리;전환돈
    • 한국수자원학회논문집
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    • 제51권11호
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    • pp.977-987
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    • 2018
  • 상수관망시스템의 운영목적은 탄력성을 높여 각종 비정상상황에 유연하게 대처할 수 있는 방향으로 점차 변화하고 있으며 이에 따라 비정상상황에 따른 단수구역 발생에 대한 사후대책 대비를 통한 탄력성 향상이 필수적이다. 이를 위한 가장 효율적인 방법은 수계전환에 따른 비상공급 수원확보이며, 비상관로를 통하여 인접 배수블록으로부터 단수된 구역에 용수를 공급할 수 있다. 성공적인 비상연계 운영을 위해서는, 수리학적 해석을 통하여 시공간적인 측면에서의 공급성능을 평가해야 한다. 비상연계 시, 공간적인 범위를 결정하는 주요 요소는 관경, 위치 및 관저고와 같은 비상관로에 해당하는 제원이며, 시간적인 범위를 결정하는 주요 요소는 연계배수지의 용량과 정수장에 공급 가능한 추가수량이다. 본 연구에서는 A시의 상수관망에 대하여 배수지 1지에 문제가 발생하여 타 배수지들로부터 비상연계를 받는 시나리오에 대하여 모의를 진행하였다. 배수지의 저류량 및 유입량에 대한 모의를 위하여 Advanced-Pressure Driven Analysis 모형을 사용하였으며, 수리해석 결과를 바탕으로 공급범위기준지표 및 공급시간기준지표를 산정하여 연계공급성능에 대한 다각도적인 평가를 진행하였다. 이에 비상연계에 대하여 소비자들이 실제 체감하는 공급성능을 시공간적인 측면에서 파악할 수 있었으며, 설계제원의 타당성에 대한 검토가 가능하였다. 이는 비상연계 성능향상을 위한 구조적 대책 및 비구조적 대책 수립에 대한 의사결정에 용이하게 활용될 수 있을 것으로 기대한다.

WDM 망에서 인공면역체계 기반의 네트워크 공격 탐지 제어 모델 및 대응 기법 설계 (Design of Network Attack Detection and Response Scheme based on Artificial Immune System in WDM Networks)

  • 유경민;양원혁;김영천
    • 한국통신학회논문지
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    • 제35권4B호
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    • pp.566-575
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    • 2010
  • 동적인 네트워크 공격에 대응하기 위하여 인공 신경망, 유전 알고리즘, 면역 알고리즘과 같은 지능적 기술들이 공격 탐지에 적용되어 왔으며 최근에는 인공 면역 체계를 이용한 공격 탐지가 활발히 연구되고 있다. 기존의 인공면역체계 기반의 공격 탐지 기법들은 주로 자기 세포 집합과 비교를 통하여 항원을 인지하고 제거하는 부정 선택 원리만을 이용하였다. 그러나 실제 네트워크에서는 정상 상태와 비정상 상태가 거의 유사한 상태를 보이는 경우가 발생하므로 오탐지가 빈번히 발생하는 문제점이 있다. 이러한 문제점을 해결하기 위하여 본 논문에서는 새로운 인공면역체계 기반의 공격 탐지 및 대응 기법을 제안하고 그 성능을 평가한다. 제안하는 기법에서는 인간면역 체계에서 발생하는 수지상 세포와 T 세포의 면역 상호 작용을 적용하여 버퍼 점유율 변화를 이용한 검출기 집합을 발생시키고 공격 탐지 모듈과 대응 모듈을 다음과 같이 설계하였다. 첫째, self/non-self 구별을 위한 부정 선택 원리를 이용하여 검출기 집합을 발생시킨다. 둘째, 공격 탐지 모듈에서는 발생된 검출기 집합을 이용하여 네트워크 이상 상태를 탐지하고 경고 신호를 발생시킨다. 이때 오탐지를 줄이기 위하여 위험이론을 적용하며 위험도를 추측하기 위해 퍼지 이론을 이용한다. 마지막으로 공격 대응 모듈에서는 역추적된 공격 노드에 제어 신호를 전송 하여 공격 트래픽을 제한하도록 한다.

항만가치의 평가에 관한 연구 (An Empirical Study on Evaluating the Value of Port)

  • 김태균;문성혁;노홍승
    • 대한교통학회지
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    • 제19권6호
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    • pp.75-87
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    • 2001
  • 오늘날 세계 각국의 항만들 간에는 중심항만이 되기 위한 치열한 항만경쟁이 이루어지고 있다. 이에 경쟁력 확보를 위해 무엇보다도 항만시설을 확충을 통한 대폭적인 수용능력의 증대에 최선을 다하고 있으며 이러한 시설, 입지, 서비스 등 하드웨어적 측면이 항만경쟁력 평가요소로 중요시되어 왔다. 그러나 최근 선진해양국에서는 항만을 포함한 연안의 미래 잠재성을 인식하고, 이의 보전과 지속적인 개발을 위한 연안통합관리에 관심을 집중하고 있다. 또한 항만을 단순한 화물유통공간 뿐만 아니라 도시 및 시민여가공간으로 활용코자 하는 수요가 급증하고 있어 선진항만들은 친 수공간을 갖춘 환경친화적인 항만개발을 적극 추진하고 있는 실정이다. 따라서 지금까지는 고려되지 않았지만, 앞으로는 기존의 항만경쟁력 평가요소 뿐만 아니라 환경이나 도시문제 등을 포함한 보다 폭 넓은 관점에서의 항만평가가 필요하다. 그러므로 이 논문에서는 항만의 모든 조건을 평가하기 위하여 경쟁력보다 포괄적인 가치개념을 도입하여 항만가치를 평가하고자 한다. 이를 위해 첫째, 항만가치의 평가요소를 조사하고, 이의 평가속성을 파악하고자 한다. 둘째, 이러한 항만가치 평가요소 및 평가속성을 이용하여 동북아시아의 6대 항만을 대상으로 항만가치를 평가·분석하고, 이를 토대로 우리나라 항만의 지속적인 발전방향을 제시한다.

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호감도 함수 기반 다특성 강건설계 최적화 기법 (A Desirability Function-Based Multi-Characteristic Robust Design Optimization Technique)

  • 박종필;조재훈;남윤의
    • 산업경영시스템학회지
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    • 제46권4호
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    • pp.199-208
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    • 2023
  • Taguchi method is one of the most popular approaches for design optimization such that performance characteristics become robust to uncontrollable noise variables. However, most previous Taguchi method applications have addressed a single-characteristic problem. Problems with multiple characteristics are more common in practice. The multi-criteria decision making(MCDM) problem is to select the optimal one among multiple alternatives by integrating a number of criteria that may conflict with each other. Representative MCDM methods include TOPSIS(Technique for Order of Preference by Similarity to Ideal Solution), GRA(Grey Relational Analysis), PCA(Principal Component Analysis), fuzzy logic system, and so on. Therefore, numerous approaches have been conducted to deal with the multi-characteristic design problem by combining original Taguchi method and MCDM methods. In the MCDM problem, multiple criteria generally have different measurement units, which means that there may be a large difference in the physical value of the criteria and ultimately makes it difficult to integrate the measurements for the criteria. Therefore, the normalization technique is usually utilized to convert different units of criteria into one identical unit. There are four normalization techniques commonly used in MCDM problems, including vector normalization, linear scale transformation(max-min, max, or sum). However, the normalization techniques have several shortcomings and do not adequately incorporate the practical matters. For example, if certain alternative has maximum value of data for certain criterion, this alternative is considered as the solution in original process. However, if the maximum value of data does not satisfy the required degree of fulfillment of designer or customer, the alternative may not be considered as the solution. To solve this problem, this paper employs the desirability function that has been proposed in our previous research. The desirability function uses upper limit and lower limit in normalization process. The threshold points for establishing upper or lower limits let us know what degree of fulfillment of designer or customer is. This paper proposes a new design optimization technique for multi-characteristic design problem by integrating the Taguchi method and our desirability functions. Finally, the proposed technique is able to obtain the optimal solution that is robust to multi-characteristic performances.

신제품개발 과정의 복잡성에 대한 주요 연구과제 (Strategic Issues in Managing Complexity in NPD Projects)

  • 김종배
    • Asia Marketing Journal
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    • 제7권3호
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    • pp.53-76
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    • 2005
  • 복잡성(complexity)은 신제품개발 과정에서 프로젝트 팀이 빈번하게 당면하는 개발과제의 주요 속성으로 이에 대한 적절한 대처 여부는 신제품개발의 성과에 적지 않은 영향을 미친다. 복잡성이란 속성이 신제품개발의 관리에서 주목 받게 된 배경으로는, 우선 제품개발과정에서 당면하는 복잡성이 증가 추세에 있다는 점을 들 수 있다. 새로운 기술과 공법 그리고 소재의 등장, 복합 제품의 개발(예: 디지털 컨버전스), 또한 기업간 제휴를 통한 개발은 신제품개발의 복잡성 증대와 관련이 된다. 한편 신제품개발의 복잡성에 대한 미흡한 대처는 개발과정의 지연, 개발비용의 예산 초과, 제품개발의 포기 등과 같은 부정적 결과를 초래한다. 이와 같이 복잡성의 증대 추세 및 복잡성으로 인한 적지 않은 영향력을 고려해볼 때, 신제품개발 과정에서 당면하는 복잡성에 대한 연구의 필요성은 증대된다. 그러나 아직까지 복잡성에 대한 연구는 현실적 필요성에 비해 상대적으로 적은 관심만이 기울여져 왔다. 본 고에서는 신제품개발 과정에서 당면하는 복잡성에 대한 주요 연구과제들을 살펴보는데 그 목적이 있다. 이를 위해 우선, 주요 영역별로 나누어 그간의 복잡성에 대한 연구성과를 정리한 다음, 이를 토대로 향후 중요시되는 연구과제들을 도출하고자 한다. 신제품개발 과정의 복잡성에 대한 주요연구과제에 대한 이러한 고찰은, 향후 이 분야에 대한 연구 전개에 있어서 하나의 발판이 될 것으로 기대된다.

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Sensory Information Processing

  • Yoshimoto, Chiyoshi
    • 대한의용생체공학회:의공학회지
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    • 제6권2호
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    • pp.1-8
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    • 1985
  • The wall shear stress in the vicinity of end-to end anastomoses under steady flow conditions was measured using a flush-mounted hot-film anemometer(FMHFA) probe. The experimental measurements were in good agreement with numerical results except in flow with low Reynolds numbers. The wall shear stress increased proximal to the anastomosis in flow from the Penrose tubing (simulating an artery) to the PTFE: graft. In flow from the PTFE graft to the Penrose tubing, low wall shear stress was observed distal to the anastomosis. Abnormal distributions of wall shear stress in the vicinity of the anastomosis, resulting from the compliance mismatch between the graft and the host artery, might be an important factor of ANFH formation and the graft failure. The present study suggests a correlation between regions of the low wall shear stress and the development of anastomotic neointimal fibrous hyperplasia(ANPH) in end-to-end anastomoses. 30523 T00401030523 ^x Air pressure decay(APD) rate and ultrafiltration rate(UFR) tests were performed on new and saline rinsed dialyzers as well as those roused in patients several times. C-DAK 4000 (Cordis Dow) and CF IS-11 (Baxter Travenol) reused dialyzers obtained from the dialysis clinic were used in the present study. The new dialyzers exhibited a relatively flat APD, whereas saline rinsed and reused dialyzers showed considerable amount of decay. C-DAH dialyzers had a larger APD(11.70$\pm$1.32mmHg/min)compared to CF dialyzers(4.32$\pm$0.55mmHg/min)(p<0.05). However, there was no observable difference in the UFR between the two dialyzers. Neither APD nor UFR showed any significant increase with an increasing number of reuses for up to more than 20reuses. A substantial number of failures observed in APD(larger than 20mmHe/min)on the reused dialyzers(2 out of 40 CP and S out 26 C-DAK) were attributed to the Possible damage on the fibers. The CF 15-11 HFDs which failed APD test did not show changes in the UFR compared to normal dialyzers indicating that APD is a more sensitive test than UFR test to evaluate the integrity of the fibers. 30527 T00401030527 ^x For quantitative measurement of reflected light from a clinical diagnostic strip, a prototype old reflectance photometer was designed. The strip loader and cassette were made to obtain more accurate reflectance parameters. The strip was illuminated at 45˚c through optical fiber and the intensity of reflected light was determined at rectanguLat angle using a photodiode. The kubelka-munk coefficient and reflection optical density were determined ar four different wavelengths(500, 550, 570 and 610nm) for blood glucose strip. For higher concentration than 300mg/41 about glucose, a saturation state of abforbance was observed at 500, 550 and 570nm. The correlation between glucose concentration and parameters was the best at 610nm. 30535 T00401030535 ^x Radiation-induced fibrosarcoma tumors were grown on the flanks of C3H mice. The mice were divided into two groups. One group was injected with Photofrin II, intravenously (2.5mg/kg body weight). The other group received no Photofrin II. Mice from both groups were irradialed for approximately 15 minutes at 100, 300, or 500 mW/cm2 with the argon (488nm/514.5 nm), dye(628nm) and gold vapor (pulsed 628 nm) laser light. A photosensitizer behaved as an added absorber. Under our experimental conditions, the presence of Photolfrin II increased surface temperature by at least 40% and the temperature rise due to 300 mW/cm2 irradiation exceeded values for hyperthermia. Light and temperature distributions with depth were estimated by a computer model. The model demonstrated the influence of wavelength on the thermal process and proved to be a valuable tool to investigate internal temperature rise. 30536 T00401030536 ^x We investigated the structural geometry of thirty-eight Korean femurs. The purpose of this study is to identify major geometrical differences between Korean femurs 3nd others that we believe belong to Caucasians so that we would be able to get insights into the femoral component design that fits Asians including Koreans. We utilized computerized tomography (CT) images of femurs extracted from cadavers. The CT images were transformed into bitmap data by using a film scanner, and then analyzed by using a commercially available software called Image v.1.0 and a Macintosh IIci computer.The resulting data were compared with already published data. The major results show that the geometry of the Korean femurs is significantly different from that of Caucasians: (1) the anteversion angle and the canal flare index are greater by the amount of approximately 8˚ and 0.5, respectively, (2) the shape of the isthmus cross section is more round, and (3) the distance between the teaser trochanter and the proximal border of the isthmus is shelter by about 15 mm. The results suggested that the femoral component suitable for Asians should be different from the currently-used components designed and manufactured mostly by European or American companies. 30537 T00401030537 ^x It is well known that nonlinear propagation characteristics of the wave in the tissue may give very useful information for the medical diagnoisis. In this paper, a new method to detect nonlinear propagation characteristics of the internal vibration in the tissue for the low frequency mechanical vibration by using bispectral analysis is proposed. In the method, low frequency vibration of f0( = 100Hz) is applied on the surface of the object, and the waveform of the internal vibration x (t) is measured from Doppler frequency modulation of silmultaneously transmitted probing ultrasonic waves. Then, the bispectra of the signal x (t) at the frequencies (f0, f0) and (f0, 2f0) are calculated to estimate the nonlinear propagation characteristics as their magnitude ratio, w here since bispectrum is free from the gaussian additive noise we can get the value with high S/N. Basic experimental system is constructed by using 3.0 MHz probing ultrasonic waves and the several experiments are carried out for some phantoms. Results show the superiority of the proposed method to the conventional method using power spectrum and also its usefulness for the tissue characterization. 30541 T00401030541 ^x This paper describes the implementation of a computerized radial pulse diagnosis by aids of a clinical expert. On this base, we composed of the radial pulse diagnosis system in korean traditional medicine. The system composed of a radial pulse wave detection system and a radial pulse diagnosis system. With a detection system, we detected Inyoung and Cheongu radial pulse wave and processed it. Then, we have got the characteristic parameters of radial pulse wave and also quantified that according to the method of Inyoung-Cheongu Comparison Radial Pulse Diagnosis. We defined the jugement standard of radial pulse diagnosis system and then we confirmed the possibility for realization of automatic radial pulse diagnosis in korean traditional medicine. 30545 T00401030545 ^x Microspheres are expected to be applied to biomedical areas such as solid-phase immunoassays, drug delivery systems, immunomagnetic cell separation. To synthesize microspheres for biomedical application, "two stage shot growth method" was developed. The uniformity ratio of synthesized microspheres was always smaller than 1.05. And the surface charge density (or the number of ionizable functional groups) of the microspheres synthesized by "two stage shot growth method" was 6~13 times higher than that of the microspheres synthesized by conventional seeded batch copolymerization. As a previous step for biomedical application, adsorption experiments of bovine albumin on microspheres were carried out under various conditions. The maximum adsorbed amount was obtained in the neighborhood of pH 4.5. Isoelectric point of bovine albumin is pH 5.0, so experimental result shows that it shifted to acid area. The adsorption isotherm was obtained, the plateau region was always reached at 2.Og/L (bulk concentration of bovine albumin).The effect of the kind and the amount of surface functional group was also examined. 30575 T00401030575 ^x A medical image workstation was developed using multimedia technique. The system based on PC-486DX was designed to acquire medical images produced by medical imaging instruments and related audio information, that is, doctors' reporting results. Input information was processed and analyzed, then the results were presented in the form of graph and animation. All the informations of the system were hierarchically related with the image as the apex. Processing and analysis algorithms were implemented so that the diagnostic accuracy could be improved. The diagnosed information can be transferred for patient diagnosis through LAN(local area network). 30592 T00401030592 ^x In the conventional infrared imaging system, complex infrared lens systems are usually used for directing collimated narrow infrared beams into the high speed 2-dimensional optic scanner. In this paper, a simple reflective infrared optic system with a 2-dimensional optic scanner is proposed for the realization of medical infrared thermography system. It has been experimentally proven that the intfrared thermography system composed of the proposed optic system has the temperature resolution of 0.1˚c under the spatial resolution of lmrad, the image matrix size of 256 X 240, and tile imaging time of 4 seconds. 30593 T00401030593 ^x In this paper, MIIS (Medical Image Information System) has been designed and implemented using INGRES RDBMS, which is based on a client/server architecture. The implemented system allows users to register and retrieve patient information, medical images and diagnostic reports. It also provides the function to display these information on workstation windows simultaneously by using the designed menu-driven graphic user interface. The medical image compression/decompression techniques are implemented and integrated into the medical image database system for the efficient data storage and the fast access through the network. 30594 T00401030594 ^x In this paper, computerized BEAM was implemented for the space domain analysis of EEG. Trans-formation from temporal summation to two-dimensional mappings is formed by 4 nearest point inter-polaton method. Methods of representation of BEAM are two. One is dot density method which classify brain electrical potential 9 levels by dot density of gray levels and the other is colour method which classify brain electrical 12 levels by red-green colours. In this BEAM, instantaneous change and average energy distribution over any arbitrary time interval of brain electrical activity could be observed and analyzed easily. In the frequency domain, the distribution of energy spectrum of a special band can easily be distinguished normality and abnormality. 30608 T00401030608 ^x Laboratory information system (LIS) is a key tool to manage laboratory data in clinical pathology. Our department has developed an information system for routine hematology using down-sized computer system. We have used an IBM 486 compatible PC with 16MB main memory, 210 MB hard disk drive, 9 RS-232C port and 24 pin dot printer. The operating system and database management system were SCO UNIX and SCO foxbase, respectively. For program development, we used Xbase language provided by SCO foxbase. The C language was used for interface purpose. To make the system use friendly, pull-down menu was used. The system connected to our hospital information system via application program interface (API), so the information related to patient and request details is automatically transmitted to our computer. Our system interfaced with fwd complete blood count analyzers(Sysmex NE-8000 and Coulter STKS) for unidirectional data tansmission from analyzer to computer. The authors suggests that this system based on down-sized computer could provide a progressive approach to total LIS based on local area network, and the implemented system could serve as a model for other hospital's LIS for routine hematology. 30609 T00401030609 ^x To develop an artificial bone substitute that is gradually degraded and replaced by the regenerated natural bone, the authors designed a composite that is consisted of calcium phosphate and collagen. To use as the structural matrix of the composite, collagen was purified from human umbilical cord. The obtained collagen was treated by pepsin to remove telopeptides, and finally, the immune-free atelocollagen was produced: The cross linked atelocollagen was highly resistant to the collagenase induced collagenolysis. The cross linked collagen demonstrated an improved tensile strength. 30618 T00401030618 ^x This paper is a study on the design of adptive filter for QRS complex detection. We propose a simple adaptive algorithm to increase capability of noise cancelation in QRS complex detection with two stage adaptive filter. At the first stage, background noise is removed and at the next stage, only spectrum of QRS complex components is passed. Two adaptive filters can afford to keep track of the changes of both noise and QRS complex. Each adaptive filter consists of prediction error filter and FIR filter The impulse response of FIR filter uses coefficients of prediction error filter. The detection rates for 105 and 108 of MIT/BIH data base were 99.3% and 97.4% respectively. 30619 T00401030619 ^x To develop an artificial bone substitute that is gradually degraded and replaced by the regenerated natural bone, the authors designed and produced a composite that is consisted of calcium phosphate and collagen. Human umbilical cord origin pepsin treated type I atelocollagen was used as the structural matrix, by which sintered or non-sintered carbonate apatite was encapsulated to form an inorganic-organic composite. With cross linking atelocollagen by UV ray irradiation, the resistance to both compressive and tensile strength was increased. Collagen degradation by the collagenase induced collagenolysis was also decreased. 30620 T00401030620 ^x We have developed a monoleaflet polymer valve as an inexpensive and viable alternative, especially for short-term use in the ventricular assist device or total artificial heart. The frame and leaflet of the polymer valve were made from polyurethane, To evaluate the hemodynamic performance of the polymer valve a comparative study of flow dynamics past a polymer valve and a St. Jude Medical prosthetic valve under physiological pulsatile flow conditions in vitro was made. Comparisons between the valves were made on the transvalvular pressure drop, regurgitation volume and maximum valve opening area. The polymer valve showed smaller regurgitation volume and transvalvular pressure drop compared to the mechanical valve at higher heart rate. The results showed that the functional characteristics of the polymer valve compared favorably with those of the mechanical valve at higher heart rate. 30621 T00401030621 ^x Explosive evaporative removal process of biological tissue by absorption of a CW laser has been simulated by using gelatin and a multimode Nd:YAG laser. Because the point of maximun temperature of laser-irradiated gelatin exists below the surface due to surface cooling, evaporation at the boiling temperature is made explosively from below the surface. The important parameters of this process are the conduction loss to laser power absorption (defined as the conduction-to-laser power parameter, Nk), the convection heat transfer at the surface to conduction loss (defined as Bi), dimensionless extinction coefficient (defined as Br.), and dimensionless irradiation time (defined as Fo). Dependence of Fo on Nk and Bi has been observed by experiment, and the results have been compared with the numerical results obtained by solving a 2-dimensional conduction equation. Fo and explosion depth (from the surface to the point of maximun temperature) are increased when Nk and Bi are increased.To find out the minimum laser power for explosive evaporative removal process, steady state analysis has been also made. The limit of Nk to induce evaporative removal, which is proportional to the inverse of the laser power, has been obtained. 30622 T00401030622 ^x N1 and N2 gross neural action potentials were measured from the round window of the guinea pig cochlea at the onset of the acoustic stimuli. N1-N2 audiograms were made by means of regulating stimulant intensities in order to produce constant N1-N2 potentials as criteria for different input tone pip frequencies. The lowest threshold was measured with an input tone pip I5 dB SPL in intensity and 12 KHz in frequency when the animal was in normal physiological condition. The procedure of experimental measurements is explained in detail. This experimental approach is very useful for the investigation of the Cochlear function. Both noN1inear and active functions of the Cochlea can be monitored by N1-N2 audiograms. 30623 T00401030623 ^x In electrical impedance tomography(EIT), we use boundary current and voltage measurements toprovide the information about the cross-sectional distribution of electrical impedance or resistivity. One of the major problems in EIT has been the inaccessibility of internal voltage or current data in finding the internal impedance values. We propose a new image reconstruction method using internal current density data measured by NMR. We obtained a two-dimensional current density distribution within a phantom by processing the real and imaginary MR images from a 4.77 NMR machine. We implemented a resistivity mage reconstruction algorithm using the finite element method and sensitivity matrix. We presented computer simulation results of the mage reconstruction algorithm and furture direction of the research. 30624 T00401030624 ^x A new method of digital image analysis technique for discrimination of cancer cell was presented in this paper. The object image was the Thyroid eland cells image that was diagnosed as normal and abnormal (two types of abnormal: follicular neoplastic cell, and papillary neoplastic cell), respectively. By using the proposed region segmentation algorithm, the cells were segmented into nucleus. The 16 feature parameters were used to calculate the features of each nucleus. A9 a consequence of using dominant feature parameters method proposed in this paper, discrimination rate of 91.11% was obtained for Thyroid Gland cells. 30625 T00401030625 ^x An electrical stimulator was designed to induce locomotion for paraplegic patients caused by central nervous system injury. Optimal stimulus parameters, which can minimize muscle fatigue and can achieve effective muscle contraction were determined in slow and fast muscles in Sprague-Dawley rats. Stimulus patterns of our stimulator were designed to simulate electromyographic activity monitored during locomotion of normal subjects. Muscle types of the lower extremity were classified according to their mechanical property of contraction, which are slow muscle (msoleus m.) and fast muscle (medial gastrocneminus m., rectus femoris m., vastus lateralis m.). Optimal parameters of electrical stimulation for slow muscles were 20 Hz, 0.2 ms square pulse. For fast muscle, 40 Hz, 0.3 ms square pulse was optimal to produce repeated contraction. Higher stimulus intensity was required when synergistic muscles were stimulated simultaneously than when they were stimulated individually. Electrical stimulation for each muscle was designed to generate bipedal locomotion, so that individual muscles alternate contraction and relaxation to simulate stance and swing phases. Portable electrical stimulator with 16 channels built in microprocessor was constructed and applied to paraplegic patients due to lumbar cord injury. The electrical stimulator restored partially gait function in paraplegic patients. 30626 T00401030626 ^x Two-Dimensional modelling of the Cochlear biomechanics is presented in this paper. The Laplace partial differential equation which represents the fluid mechanics of the Cochlea has been transformed into two-dimensional electrical transmission line. The procedure of this transformation is explained in detail. The comparison between one and two dimensional models is also presented. This electrical modelling of the basilar membrane (BM) is clearly useful for the next approach to the further. Development of active elements which are essential in the producing of the sharp tuning of the BM. This paper shows that two-dimension model is qualitatively better than one-dimensional model both in amplitude and phase responses of the BM displacement. The present model is only for frequency response. However because the model is electrical, the two-dimensional transmission line model can be extended to time response without any difficult. 30627 T00401030627 ^x A method has been proposed for the fully automatic detection of left ventricular endocardial boundary in 2D short axis echocardiogram using geometric model. The procedure has the following three distinct stages. First, the initial center is estimated by the initial center estimation algorithm which is applied to decimated image. Second, the center estimation algorithm is applied to original image and then best-fit elliptic model estimation is processed. Third, best-fit boundary is detected by the cost function which is based on the best-fit elliptic model. The proposed method shows effective result without manual intervention by a human operator. 30628 T00401030628 ^x The intelligent trajectory control method that controls moving direction and average velocity for a prosthetic arm is proposed by pattern recognition and force estimations using EMG signals. Also, we propose the real time trajectory planning method which generates continuous accelleration paths using 3 stage linear filters to minimize the impact to human body induced by arm motions and to reduce the muscle fatigue. We use combination of MLP and fuzzy filter for pattern recognition to estimate the direction of a muscle and Hogan's method for the force estimation. EMG signals are acquired by using a amputation simulator and 2 dimensional joystick motion. The simulation results of proposed prosthetic arm control system using the EMf signals show that the arm is effectively followed the desired trajectory depended on estimated force and direction of muscle movements. 30638 T00401030638 ^x A new neural network architecture for the recognition of patterns from images is proposed, which is partially based on the results of physiological studies. The proposed network is composed of multi-layers and the nerve cells in each layer are connected by spatial filters which approximate receptive fields in optic nerve fields. In the proposed method, patterns recognition for complicated images is carried out using global features as well as local features such as lines and end-points. A new generating method of matched filers representing global features is proposed in this network. 30659 T00401030659 ^x An implementation scheme of the magnetic nerve stimulator using a switching mode power supply is proposed. By using a switching mode power supply rather than a conventional linear power supply for charging high voltage capacitors, the weight and size of the magnetic nerve stimulator can be considerably reduced. Maximum output voltage of the developed magnetic nerve stimulator using the switching mode power supply is 3, 000 volts and switching time is about 100 msec. Experimental results or human nerve stimulations using the developed stimulator are presented. 30768 T00401030768 ^x In this paper, we describe the design methodology and specifications of the developed module-based bedside monitors for patient monitoring. The bedside monitor consists of a main unit and module cases with various parameter modules. The main unit includes a 12.1" TFT color LCD, a main CPU board, and peripherals such as a module controller, Ethernet LAN card, video card, rotate/push button controller, etc. The main unit can connect at maximum three module cases each of which can accommodate up to 7 parameter modules. They include the modules for electrocardiograph, respiration, invasive blood pressure, noninvasive blood pressure, temperature, and SpO2 with Plethysmograph.SpO2 with Plethysmograph.

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