• 제목/요약/키워드: Pattern Recognition Method

검색결과 1,157건 처리시간 0.029초

주성분분석을 이용한 C[11]-PIB imaging 영상분석 (Principal component analysis in C[11]-PIB imaging)

  • 김남범;신귀순;안성민
    • 핵의학기술
    • /
    • 제19권1호
    • /
    • pp.12-16
    • /
    • 2015
  • 주성분분석(Principal component analysis, PCA)은 고차원 변수들 사이의 복잡한 상관성 구조를 더 낮은 차원으로 단순화하여 상관성의 구조를 쉽게 설명하기 위한 다변량분석기법으로 뇌영상 분석에서 자주 사용되는 방법이다. 주성분분석의 기본개념은 서로 직교하는 변수들의 선형결합을 통해서 원래의 뇌영상 자료가 가지고 있는 전체정보를 최대한 설명할 수 있는 서로 독립적인 새로운 변수들을 유도하는 것이다. 뇌영상분석에서 주성분분석의 효율성과 유용성을 알아보기 위해서 C[11]-PIB 영상을 이용하여 분석하였다. 대상 및 방법으로는 평균나이가 같은 9명의 정상인, 10명의 알츠하이머/경도인지장애환자들의 C[11]-PIB 영상을 이용하였다. PET-CT 장비로는 Biograph 6 Hi-Rez (Siemens-CTI, Knoxville, TN)를 영상을 획득하였고 9.6 MBq/kg C[11]-PIB를 정맥주사 한 후 40분 후에 20분 동안 3D acquisition mode로 방출영상을 얻었다. Attenuation map은 X-ray CT scan을 이용하여 재구성하였다(130 kVp, 240 mA). PIB template을 만들기 위해서 정상인에서 3T MRI T1-weighted 영상을 동시에 얻었다. 주성분분석을 위한전처리과정으로서 공간정규화 및 공간편평화를 SPM8을 이용하여 실시하였고 주성분분석은 Matlab2012b를 이용하여 분석하다. 결과는 주성분분석을 통해서 서로 독립적인 주성분영상들을 얻을 수 있었다. 주성분분석을 통해서 얻어진주성분영상은 C[11]-PIB brain PET 영상의 패턴을 몇 개의 주성분으로 단순화 할 수 있었으며 주로는 neocortex를 변동 나타내는 영상, white matter의 변동을 나타내는 영상 그리고 pons등 deep brain의 변동을 나타내는 영상 등으로 단순화되었다. 결론으로는 주성분분석은 C[11]-PIB brain 영상을 단순화하여 영상의 패턴을 해석하는데 매우 유용하였다. 이러한 주성분분석은C[11]-PIB영상 분석뿐만 아니라 뇌의 포도당 대사를 측정하는 FDG-PET 또는 뇌기능영상등의 다변량분석 방법으로서 그 적용범위가 클 것으로 기대된다.

  • PDF

도심소하천 식생조사에서 현장사진과 UAV 근적외선 영상의 비교평가 (Comparative Evaluation of UAV NIR Imagery versusin-situ Point Photo in Surveying Urban Tributary Vegetation)

  • 이정주;황영석;박성일;엄정섭
    • 환경영향평가
    • /
    • 제27권5호
    • /
    • pp.475-488
    • /
    • 2018
  • 현재 도심 소하천의 식생조사는 주로 현장조사에 의존하여 이루어진다. UAV NIR(Unmanned Aerial Vehicle Near Infrared) 영상은 매우 낮은 고도에서 취득할 수 있어 도심 소하천과 같이 폭이 매우 좁은 표적(10m 내외)에 필요한 정보를 효율적으로 제공할 수 있다. 하지만 UAV NIR영상이 도심소하천의 식생 조사도구로서 검증되지 않아, UAV NIR 영상과 현장사진을 통합한 선행연구는 존재하지 않는다. 따라서 본 연구에서는 전통적인 원격탐사의 영역이 아니었던 국부적인 대상인 도심소하천 식생조사에서 UAV NIR 영상과 현장사진의 비교평가를 실시하였다. 하천 식생조사 결과를 실무에서 활용하는데 필요한 요구 사항을 고려하여 광역공간정보, 미시적인 정보 및 정량적인 데이터 확보 등 다양한 측면에서 분석이 수행되었다. UAV NIR 영상은 전통적인 현장조사에서 취득할 수 없었던 거시적인 주변 환경(예: 인공적인 토지 이용에 따른 영향)에 따른 식생군집패턴의 변화를 추적할 수 있었다. 현장조사는 전세계적으로 도심 소하천 식생 모니터링 방법으로 정착되었지만, 거시적인 정보의 취득에서 상당한 한계를 노출하였으며 정량적인 정보를 확보하는 과정에서도 신뢰성에 한계를 노출하였다. 본 연구가 도심 소하천의 식생조사에서 거시적이고 정량화되고 객관적인 데이터가 부재하여 직면하였던 한계를 극복할 수 있는 계기가 되어 향후 UAV NIR 원격탐사에서 확보할 수 있는 정보의 수준을 파악할 수 있는 중요한 참고자료가 될 수 있을 것으로 사료된다.

이미지로부터 계층적 문자열 추출에 관한 연구 (Hierarchical Text Extraction and Localization on Images)

  • 전병민;전우경
    • 한국산학기술학회논문지
    • /
    • 제19권1호
    • /
    • pp.609-614
    • /
    • 2018
  • 인터넷 기술의 급격한 성장으로 우리들은 언제 어디에서나 다양한 장치를 이용하여 온라인에 접속할 수 있으며, 실시간, 대용량의 영상 및 사진들이 인터넷상에 올려지고 있다. 이러한 영상들의 대부분은 영상에 관련된, 영상을 인식할 수 있는 간단한 주석을 갖는다. 그럼에도 아직도 주석이 없는 단일 영상이나 잘못된 주석이나 태그 정보 때문에 우리가 원하는 영상을 찾는데 문제점이 있어 이러한 문제해결을 위해서는 영상의 올바른 정보를 태깅하는 것이 필수적이다. 대부분의 태그는 문서나 주석의 형태를 가지므로 주석이나 문서의 정보가 올바르지 않으면 원하는 영상을 찾는데 많은 어려움이 따른다. 그리하여 더 나은 영상 탐색 결과와 올바른 영상 주석을 위해서 작가에 의한 주석뿐만 아니라 올바른 영상분석 또한 아주 중요하다. 영상 특징을 추출하는 것은 신뢰성 있는 영상 주석을 위해 필수 불가결한 요소이다. 따라서 본 논문에서는 다양한 불특정 영상으로 부터 계층적 텍스트 추출 방법을 사용하여 신뢰성 있는 영상 주석을 얻는다. 다양한 영상으로 부터 영상이나 사진 속에 포함된 텍스트 정보를 추출하는 방법을 제안하였으며, 실험결과 제안한 텍스트 추출기법이 대부분의 영상으로부터 정확하게 텍스트 특징을 추출하는 결과를 보여주었고, 성능 평가 결과 최소 0.04부터 최대 0.52의 높은 평가결과를 보여주었다. 또한 정확도 측면에서도 다른 기법들 보다 최소 18.1%부터 최대 37.9%의 높은 정확도를 보여주었다.

범주형 속성 기반 군집화를 위한 새로운 유사 측도 (A New Similarity Measure for Categorical Attribute-Based Clustering)

  • 김민;전주혁;우경구;김명호
    • 한국정보과학회논문지:데이타베이스
    • /
    • 제37권2호
    • /
    • pp.71-81
    • /
    • 2010
  • 데이터의 군집을 찾아내는 문제는 패턴 인식, 이미지 처리, 시장 조사 등 많은 응용 분야에서 널리 사용되고 있다. 군집의 질을 결정하는 핵심 요소로는 유사 측도, 차원의 개수 등이 있다. 유사 측도는 데이터의 특성을 반영하여 다르게 정의되어야 하는데, 대부분 기존의 연구들은 데이터를 특징 지어주는 속성이 수치형으로 주어진 경우에 국한되어 있었다. 속성이 범주형으로 주어진 경우도 실생활에 많이 존재하지만, 범주형 변수에 대한 속성값의 유사성은 값의 순서가 고유하게 정해지지 않아서 정의하기 어렵다. 이에 더하여, 고차원 데이터에 대해서는 데이터 점들이 희박하게 위치하여 가까운 점과 먼 점간의 차이가 거의 없고, 군집화 결과가 좋지 않을 수 있다. 이 문제를 해결하기 위해 부분 차원 군집화 방법이 제안되어 왔다. 부분 차원 군집화 방법은 각 군집을 발견하기에 적합한 부분 차원을 선택하면서 군집화를 수행하는 방법이다. 본 논문에서는 범주형 속성으로 특징지어진 고차원 데이터를 부분 차원 군집화하기 위한 새로운 유사 측도를 제안한다. 유사 측도는 각 군집은 다른 군집과 구별되는 특정 정보를 잘 표현할 수 있어야 한다는 기본적인 가정 하에 속성들 사이의 상관성을 반영하여 정의되었다. 이들 모두를 반영한 유사측도는 기존에 존재하지 않았다는 점에서 본 연구는 의미가 있다. 실제 데이터 집합을 군집화하는 실험을 통해 제안하는 방법이 다른 군집화 방법보다 저차원 데이터와 고차원 데이터 모두에 대해 좀 더 정확한 군집 결과를 얻을 수 있음을 보였다.

초등학교 6학년 수학 우수아들의 대수 기호 감각 실태 분석 (Symbol Sense Analysis on 6th Grade Elementary School Mathematically Able Students)

  • 조수경;송상헌
    • 한국초등수학교육학회지
    • /
    • 제14권3호
    • /
    • pp.937-957
    • /
    • 2010
  • 본 연구는 우리나라 초등학교 6학년 수학 우수아들이 보여주는 대수 기호 감각에 대한 인식과 이해 정도를 바탕으로 그들이 실제로 문자 기호를 표현하는 과정을 분석하여 대수 학습을 위한 시사점을 제안하는 것이다. 이를 위하여 Arcavi(1994)와 Driscoll(1999)의 연구에서 제시한 문항을 초등 우수아의 수준에 맞게 수정 보완하여 기호 감각의 5가지 구성요소(기호 도입의 필요성 인식, 기호의 의미 읽기, 맥락에 적합한 기호 선택, 기호의 시각화를 통한 패턴 추측, 다른 맥락에서 기호의 역할)를 검사할 수 있는 문항을 선정하였고 그 결과를 집단의 수준별, 유형별로 분석 하였다. 초등학교 6학년 수학 우수아들의 대수 기호 감각에 관한 학습 실태를 분석한 결과 학생들은 자신이 소속한 집단별(대학부설 과학영재교육원_A수준; 교육청부설 영재교육원 및 영재학급_B수준; 그리고 일반학급 우수아_C수준)로 차이점이 나타났으며, 요소별로도 대수적 기호의 의미 이해를 중심으로 그 특성이 뚜렷하였다. 기호 감각의 5개 요소는 완전하게 구분되는 것이라기보다는 기호의 의미 읽기를 중심으로 내적으로 밀접하게 관련되어 몇 가지 요소의 조합에 의하여 드러남을 알 수 있었다.

  • PDF

고무타이어 문자열 입력영상 개선을 위한 전처리와 광학조건에 관한 연구 (A Study on Optical Condition and preprocessing for Input Image Improvement of Dented and Raised Characters of Rubber Tires)

  • 류한성;최중경;권정혁;구본민;박무열
    • 한국정보통신학회논문지
    • /
    • 제6권1호
    • /
    • pp.124-132
    • /
    • 2002
  • 영상처리라는 것은 문자를 인식하거나 물체를 인식하는 등 어떠한 물체의 특징을 추출하여 그에 대한 정보를 가지고 자동제어 시스템이나 인식시스템에 도입하는 것이다. 그러나 이러한 시스템들에 도입시키기 위해서는 찾고자 하는 물체의 특징을 잘 검출할 수 있어야 하며 검출된 특징의 패턴도 잘 잘 구별해야 한다. 그러나 본 논문에서 다루고 있는 고무 타이어의 특성은 배경과 문자열이 존재하는 특징면이 잘 구분되지 않는다는 것이다. 이것은 곧 특징 추출이 어렵다는 것을 간접적으로 나타내고 있는 것이다. 그러므로 수많은 논문에서 손실된 특징 정보를 복원하기 위한 기술과 끊어진 문자 정보를 유추하여 맞춰 내는 등의 기술을 많이 연구해 왔다. 그러나 우리는 무엇보다 처음에 입력받는 영상이 좋아야만 나머지 필터링이나 영상 처리기법이 쉽다고 생각하여 입력 영상을 개선시킬 수 있는 광학적인 환경에 관심을 두기로 하였다. 본 논문은 이리한 영상처리기법 중에서 입력 영상을 보다 선명하게 받아들이기 위한 조건을 찾고 광학적인 이론을 찾고자 하는 논문이다. 본 논문은 타이어를 생산하는 라인에서 타이어에 각인되어 있는 문자를 인식하고 상위 컴퓨터인 호스트 컴퓨터에 자료를 전송함으로써 물류를 관리하고, 다음 공정인 전수 검사공정에서 각 타이어에 맞는 휠을 끼우기 위한 작업을 위한 것이다. 이러한 시스템을 위해서는 나은 양질의 입력영상을 획득해야만 인식과정에서 오인식을 줄일 수 있고 자동화 공정에 응용할 수 있다. 양질의 입력영상을 획득하기 위해서는 빛의 입사각도와 피사체가 이루는 각도가 어떠한 각의 형태를 가지는가 하는 것이 중요하며 또한 이것을 받아들이는 카메라의 각도가 피사체와 어떠한 각을 이루는가? 하는 것도 중요한 문제이다. 본 논문에서는 이에 대한 최적조건을 실험적인 방법으로 찾고, 이에 대한 결과를 광학적으로 증명해 보고자 한다.

원자력산업 중견전문인력 양성을 위한 전문대학 교육과정 개발 (College-bound Curriculum Developement for Training of Atomic Industry Technician)

  • 유광열;김성수;안성민
    • 대한방사선기술학회지:방사선기술과학
    • /
    • 제28권1호
    • /
    • pp.33-44
    • /
    • 2005
  • 국내 원자력 방사선 산업의 높은 성장과 전문 인력 수요의 증가는 기술 발전 단계관점에서 기술 공학자 혹은 중간기술자의 수요 확대를 가져왔다. 그러나 원자력 방사선 기술의 발전과 이용에 비해 전문인력 양성 교육기관은 빈약한 실정이다. 산업체에서 가장 필요로 하는 인력은 초중급 기술인력으로 이들을 양성할 교육기관이 필요하며 이들의 교육 수요를 만족시켜줄 가장 유리한 교육기관은 전문대학이라 하겠다. 따라서 현재 의료분야로 편중된 우리나라의 전문대학방사선과 교육과정을 산업체에서도 필요로 하는 교육과정을 개발하고자 한다. 연구개발의 내용과 그 범위는 크게 4가지로 구분하여 연구를 수행하였다. 첫 번째, 교육과정 시행의 대상인 방사선 산업체 관련 인력환경 기초 조사를 시행하였으며, 이를 위해 세부 시행 업무로서 국내의 방사선 산업체 종사자, 전문대학 방사선과 재학생과 교수를 대상으로 설문조사 및 분석을 하였다. 두 번째, 교육과정 개발에 필요한 기초 자료로서 국내외 방사선 관련 대학들의 사례를 통해 교육과정을 분석하였다. 또 이를 위해 국내, 일본, 미국의 방사선 관련 대학의 교육과정을 조사 및 분석하였다. 세 번째, 방사선 산업에 필요한 기초 과학 교과목과 방사선 전공 교과목을 개발하였다. 이 과정에서는 미국과 한국의 공학교육 인증원에서 제안하고 있는 원자력, 방사선 관련 교육 프로그램 지침을 참고로 하였다. 네 번째로 정규 교육과정에 필요한 교과목 즉 선택형 교과목을 개발하였는데, 여기에는 교과목 운영에 필요한 교육과정 개발과 정규 교육과정 이외의 심화과정 및 부전공제 운영 모델의 개발이 포함되었다. 연구의 핵심 결과는 방사선 산업체 업무 분야에 적합한 선택형 세부 교육과정을 제안하였는데, 각 대학의 특성과 교육 목표에 따라 달라질 수 있다. 첫 번째는 업무분야별 세부교육과정으로, 방사선 이용분야에 적합한 교과목과 방사선 안전관리 분야에 적합한 교과목을, 두 번째로 업체 유형별 세부교육과정으로 제조업체에 필요한 교과목, 비파괴검사업체에서 필요한 교과목, 판매기관에서 필요한 교과목, 그리고 연구소에서 필요한 교과목을 선정하였다. 또한 이러한 교과목을 시행하기 위하여 교과과정 2가지 운영 모델을 제안하였는데, 첫째는 현재 전문대학 방사선과 3년 과정에서 의료분야 전공과 산업분야전공 별로 전공제를 실시하는 방법과 둘째로, 전문대학을 졸업 후 심화과정(1년 과정)에서 산업방사선을 전공하도록 하는 방법이다. 운영모델을 좀더 효과적으로 운영하기 위해서는 보다 심도 있는 학제 연구와 더불어 교재의 개발이 전제되어야 하며, 교과운영에 필요한 교수인력, 실습공간, 기자재 등의 재정의 확보 역시 해결되어야 할 문제이다.

  • PDF

Sensory Information Processing

  • Yoshimoto, Chiyoshi
    • 대한의용생체공학회:의공학회지
    • /
    • 제6권2호
    • /
    • pp.1-8
    • /
    • 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.

  • PDF

High Resolution HC$_3$N Observations toward the Central Region of Sagittarius B2

  • H.S-Ching;Oh, M.ishi;M.Morimoto
    • 한국우주과학회:학술대회논문집(한국우주과학회보)
    • /
    • 한국우주과학회 1993년도 한국우주과학회보 제2권2호
    • /
    • pp.17-17
    • /
    • 1993
  • 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.

  • PDF

의존 구문 분석을 이용한 질의 기반 정답 추출 (Query-based Answer Extraction using Korean Dependency Parsing)

  • 이도경;김민태;김우주
    • 지능정보연구
    • /
    • 제25권3호
    • /
    • pp.161-177
    • /
    • 2019
  • 질의응답 시스템은 크게 사용자의 질의를 분석하는 방법인 질의 분석과 문서 내에서 적합한 정답을 추출하는 방법인 정답 추출로 이루어지며, 두 방법에 대한 다양한 연구들이 진행되고 있다. 본 연구에서는 문장의 의존 구문 분석 결과를 이용하여 질의응답 시스템 내 정답 추출의 성능 향상을 위한 연구를 진행한다. 정답 추출의 성능을 높이기 위해서는 문장의 문법적인 정보를 정확하게 반영할 필요가 있다. 한국어의 경우 어순 구조가 자유롭고 문장의 구성 성분 생략이 빈번하기 때문에 의존 문법에 기반한 의존 구문 분석이 적합하다. 기존에 의존 구문 분석을 질의응답 시스템에 반영했던 연구들은 구문 관계 정보나 구문 형식의 유사도를 정의하는 메트릭을 사전에 정의해야 한다는 한계점이 있었다. 또 문장의 의존 구문 분석 결과를 트리 형태로 표현한 후 트리 편집 거리를 계산하여 문장의 유사도를 계산한 연구도 있었는데 이는 알고리즘의 연산량이 크다는 한계점이 존재한다. 본 연구에서는 구문 패턴에 대한 정보를 사전에 정의하지 않고 정답 후보 문장을 그래프로 나타낸 후 그래프 정보를 효과적으로 반영할 수 있는 Graph2Vec을 활용하여 입력 자질을 생성하였고, 이를 정답 추출모델의 입력에 추가하여 정답 추출 성능 개선을 시도하였다. 의존 그래프를 생성하는 단계에서 의존 관계의 방향성 고려 여부와 노드 간 최대 경로의 길이를 다양하게 설정하며 자질을 생성하였고, 각각의 경우에 따른 정답추출 성능을 비교하였다. 본 연구에서는 정답 후보 문장들의 신뢰성을 위하여 웹 검색 소스를 한국어 위키백과, 네이버 지식백과, 네이버 뉴스로 제한하여 해당 문서에서 기존의 정답 추출 모델보다 성능이 향상함을 입증하였다. 본 연구의 실험을 통하여 의존 구문 분석 결과로 생성한 자질이 정답 추출 시스템 성능 향상에 기여한다는 것을 확인하였고 해당 자질을 정답 추출 시스템뿐만 아니라 감성 분석이나 개체명 인식과 같은 다양한 자연어 처리 분야에 활용 될 수 있을 것으로 기대한다.