• 제목/요약/키워드: Natural Frequency Ratio

검색결과 662건 처리시간 0.033초

비결핵마이코 박테리엄증의 임상 경험 (Clinical Experience on Mycobacterial Diseases Other Than tuberculosis)

  • 류우진;안동일;윤영자;조정섭;권동원;김상재;홍영표
    • Tuberculosis and Respiratory Diseases
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    • 제39권5호
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    • pp.425-432
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    • 1992
  • 저자들은 1982년 1월부터 1991년 12월까지 결핵연구원 부설의원에 내원하여 MOTT균에 의한 폐질환으로 진단받고 임상적으로 의미있게 검출된 29예와, 12개월 이상까지 관찰할 수 있었던 19예의 환자즐 대상으로 조사하여 본 결과 다음과 같은 결론을 얻었다. 1) 원인균은 M. avium-intracellulare이 19예로 66%, M. fortuitum이 5예로 17%, M. chelonei가 4예로 14% 그리고 M. szulgai가 1예로 3%였다. 2) 성별 분포는 남녀의 비가 1.9 : 1로 남자에서 많았다. 3) 환자의 연령 분포는 51~60세가 많았다. 4) 흉부엑스선 사진상 병변의 크기는 대상 29예중 29예 모두가 중등증 이상의 병변을 가지고 있었으며, 병변은 양쪽폐의 상부 특히 우측에서 더 많았다. 5) 초진시 임상증상은 기침, 객담 그 다음으로 호흡곤란 순서로 나타났다. 6) 대상 29예 모두다 과거에 폐결핵을 앓은 병력이 있었다. 7) 약제감수성검사 결과 CS, KM 그리고 EVM 약제에 48~52%가 감수성을 나타내었다. 8) 1년이상 경과관찰이 가능했던 19예에 대해서 균음전에 성공한 경우는 3예였으며 M. fortuitum 2예와 M. szulgai 1예였다. M. fortuitum 2예중 1예는 폐절제술을 시행하였던 경우였고, 나머지 1예는 화학요법만으로 균음전에 성공하였으나 무의한 군서였을 가능성을 배제할 수 없다. M. szulgai 1예는 치료시작 2개월 이내에 균음전이 되고 흉부 엑스선사진 결과 현저하게 호전되어 1년후에 치유 판정을 하였다. 내원 당시와 경과관찰중의 마지막 흉부엑스선 사진을 비교하였을때 균음전에 실패한 16중 8예(50%)는 변화가 없었고, 4예(25%)는 경하게 호전, 나머지 4예(25%)에서는 경하게 악화되는 소견을 보여주었다. 전반적으로, 균이 계속 검출된다 하여도 변화가 없거나 호전되는 소견을 보이고 있었으며, 일부가 악화되는 소견을 보이고 있으나 그정도도 경하였다.

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덕유산국립공원의 식생에 관한 연구 -남덕유지역 낙엽활엽수림을 중심으로- (A Study of the Vegetation in the Deogyusan National Park - Focused on the deciduous forest at Namdeogyu area -)

  • 김현숙;이상명;정흥락;송호경
    • 한국환경생태학회지
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    • 제23권5호
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    • pp.471-484
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    • 2009
  • 본 연구는 덕유산국립공원 남덕유지역 낙엽활엽수림의 식생구조를 분석하기 위하여 2007년 5월부터 2008년 9월까지 식물사회학적 방법과 구배분석을 실시하여 임분의 구조와 특성을 비교하였다. 남덕유지역의 낙엽활엽수림을 분석한 결과, 신갈나무군락(전형하위군락, 철쭉꽃하위군락, 그늘사초하위군락), 졸참나무군락(전형하위군락, 굴참나무하위군락, 서어나문하위군락), 서어나무군락, 들메나무군락 및 층층나무군락으로 구분되었으며 군락간에는 종조성, 계층구조 및 식피율 등 생태적 특징에 많은 차이가 있는 것으로 조사되었다. 전체 군락에서 나타난 중요치는 신갈나무가 가장 높고(67.8) 다음으로 들메나무(44.8), 졸참나무(24.5), 당단풍(17.0), 층층나무(15.9), 쇠물푸레(11.5), 철쭉꽃(11.0), 까치박달(11.0), 쪽동백나무(10.9), 함박꽃나무(10.4), 서어나무(9.8) 등의 순으로 나타났다. 흉고직경급을 분석한 결과 신갈나무는 정규분포형의 밀도를 나타내고 있어 당분간은 이들 수종의 우점 상태가 계속될 것으로 보이며, 들메나무는 계곡부에 한정적으로 출현하며 어린 개체의 밀도가 높아 지형적인 극상림으로 발달될 것으로 판단된다. 졸참나무는 어린 개체와 중간 개체의 밀도가 높아 앞으로 계속 높은 우점도를 나타낼 것으로 사료된다. 남덕유지역의 낙엽활엽수림 식생을 식물사회학적 방법에 의하여 분류된 5개 군락과 11개의 환경 요인으로 DCCA ordination 분석한 결과 신갈나무 군락은 해발고가 높고 양이온치환용량과 전질소(C.E.C, T-N)가 많은 지역에 분포하였다. 들메나무군락은 해발고가 높고 수분과 치환성양이온(Ca, Mg, K)이 많은 곳에 분포하였으며, 졸참나무군락과 서언나무군락은 해발고가 낮고 양이온치환용량과 전질소가 적은 지역에 분포하였다. 층층나무군락은 타 군락과 비교해 볼 때 중간지역에 분포하였다.

성대마비와 양성 성대점막질환의 음향학적 특성비교 (Comparative Study on Acoustic Characteristics of Vocal Fold Paralysis and Benign Mucosal Disorders of Vocal Fold)

  • 공일승;조영주;이명희;김종승;양윤수;홍기환
    • 대한후두음성언어의학회지
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    • 제18권2호
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    • pp.122-128
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    • 2007
  • This study aims to analyze the voices of the patients with voice disorders including vocal fold paralysis, vocal fold cyst and vocal nodule/polyp in the aspect of acoustic phonetics. This study intends to collect subsidiary acoustic data in order to make a speech treatment and an standardization of vocal disorders. Subjects and Methods: The subjects of this study were 64 adult patients who underwent indirect laryngoscopy and laryngostroboscopy, and were diagnosed as vocal fold paralysis, vocal fold cyst or vocal nodule/polyp. Experimental group consisted of 20 patients who were diagnosed as vocal fold paralysis, 21 patients who were diagnosed as vocal fold cyst and had the average age of 42.0 $({\pm}10.03)$ ; and 23 patients who were diagnosed as vocal nodule/polyp and had the average age of 40.9 $({\pm}13.75)$. For the methodology of this study, the patients listed above were asked to sit in a comfortable position at intervals of 10cm apart from the patient's mouth and a microphone, and subsequently to phonate a vowel sound /e/ for the maximum phonation time with natural tone and vocal volume then the sound was directly inputted on a computer. During recording, sampling rate was set to 44,100Hz and the 1-second area corresponding to stable zone except the first and the last stage of waveform of the vowel sound /e/ vocalized by the individual patients was analyzed. Results: First, there was no statistically significant difference in jitter and shimmer between vocal fold paralysis and vocal fold cyst, while there was highly statistically significant difference in them between vocal fold paralysis and vocal nodule/polyp. Second, looking into the mean values obtained from NNE, HNR and SNR results associated with noise ratio, the disease showing the most abnormal characteristics was vocal fold paralysis, followed by cyst and nodule/polyp in order. For NNE, there was statistically significant difference between vocal nodule/polyp, and cyst or paralysis. In other words, it was found that the NNE of vocal nodule/polyp was weaker than that of cyst or paralysis. Similarly, HNR and SNR also showed the same characteristics; there was statistically significant difference between vocal fold paralysis and vocal fold cyst or nodule/polyp, and HNR and SNR values of vocal fold paralysis were lower than those of vocal fold cyst or nodule/polyp. Conclusion: For vocal fold paralysis, the abnormal values of acoustic parameters associated with frequency, amplitude and noise ratio were statistically significantly higher than those of vocal fold cyst and nodule/polyp. This finding suggests that the voices of the patients with vocal fold paralysis are the most severely injured due to less stability of vocal fold movement, asymmetry and incomplete glottic closure. In addition, there was no statistically significant difference in the acoustic parameters of tremor among vocal fold paralysis, vocal fold cyst and vocal nodule/polyp. Further studies need to ascertain reasonable acoustic parameters with various vocal disorders as well as to clarify the correlation between acoustics-based objective tools and subjective evaluations.

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뉴럴 텐서 네트워크 기반 주식 개별종목 지식개체명 추출 방법에 관한 연구 (A Study on Knowledge Entity Extraction Method for Individual Stocks Based on Neural Tensor Network)

  • 양윤석;이현준;오경주
    • 지능정보연구
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    • 제25권2호
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    • pp.25-38
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    • 2019
  • 정보화 시대의 넘쳐나는 콘텐츠들 속에서 사용자의 관심과 요구에 맞는 양질의 정보를 선별해내는 과정은 세대를 거듭할수록 더욱 중요해지고 있다. 정보의 홍수 속에서 사용자의 정보 요구를 단순한 문자열로 인식하지 않고, 의미적으로 파악하여 검색결과에 사용자 의도를 더 정확하게 반영하고자 하는 노력이 이루어지고 있다. 구글이나 마이크로소프트와 같은 대형 IT 기업들도 시멘틱 기술을 기반으로 사용자에게 만족도와 편의성을 제공하는 검색엔진 및 지식기반기술의 개발에 집중하고 있다. 특히 금융 분야는 끊임없이 방대한 새로운 정보가 발생하며 초기의 정보일수록 큰 가치를 지녀 텍스트 데이터 분석과 관련된 연구의 효용성과 발전 가능성이 기대되는 분야 중 하나이다. 따라서, 본 연구는 주식 관련 정보검색의 시멘틱 성능을 향상시키기 위해 주식 개별종목을 대상으로 뉴럴 텐서 네트워크를 활용한 지식 개체명 추출과 이에 대한 성능평가를 시도하고자 한다. 뉴럴 텐서 네트워크 관련 기존 주요 연구들이 추론을 통해 지식 개체명들 사이의 관계 탐색을 주로 목표로 하였다면, 본 연구는 주식 개별종목과 관련이 있는 지식 개체명 자체의 추출을 주목적으로 한다. 기존 관련 연구의 문제점들을 해결하고 모형의 실효성과 현실성을 높이기 위한 다양한 데이터 처리 방법이 모형설계 과정에서 적용되며, 객관적인 성능 평가를 위한 실증 분석 결과와 분석 내용을 제시한다. 2017년 5월 30일부터 2018년 5월 21일 사이에 발생한 전문가 리포트를 대상으로 실증 분석을 진행한 결과, 제시된 모형을 통해 추출된 개체명들은 개별종목이 이름을 약 69% 정확도로 예측하였다. 이러한 결과는 본 연구에서 제시하는 모형의 활용 가능성을 보여주고 있으며, 후속 연구와 모형 개선을 통한 성과의 제고가 가능하다는 것을 의미한다. 마지막으로 종목명 예측 테스트를 통해 본 연구에서 제시한 학습 방법이 새로운 텍스트 정보를 의미적으로 접근하여 관련주식 종목과 매칭시키는 목적으로 사용될 수 있는 가능성을 확인하였다.

CNN을 적용한 한국어 상품평 감성분석: 형태소 임베딩을 중심으로 (Sentiment Analysis of Korean Reviews Using CNN: Focusing on Morpheme Embedding)

  • 박현정;송민채;신경식
    • 지능정보연구
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    • 제24권2호
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    • pp.59-83
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    • 2018
  • 고객과 대중의 니즈를 파악하기 위한 감성분석의 중요성이 커지면서 최근 영어 텍스트를 대상으로 다양한 딥러닝 모델들이 소개되고 있다. 본 연구는 영어와 한국어의 언어적인 차이에 주목하여 딥러닝 모델을 한국어 상품평 텍스트의 감성분석에 적용할 때 부딪히게 되는 기본적인 이슈들에 대하여 실증적으로 살펴본다. 즉, 딥러닝 모델의 입력으로 사용되는 단어 벡터(word vector)를 형태소 수준에서 도출하고, 여러 형태소 벡터(morpheme vector) 도출 대안에 따라 감성분석의 정확도가 어떻게 달라지는지를 비정태적(non-static) CNN(Convolutional Neural Network) 모델을 사용하여 검증한다. 형태소 벡터 도출 대안은 CBOW(Continuous Bag-Of-Words)를 기본적으로 적용하고, 입력 데이터의 종류, 문장 분리와 맞춤법 및 띄어쓰기 교정, 품사 선택, 품사 태그 부착, 고려 형태소의 최소 빈도수 등과 같은 기준에 따라 달라진다. 형태소 벡터 도출 시, 문법 준수도가 낮더라도 감성분석 대상과 같은 도메인의 텍스트를 사용하고, 문장 분리 외에 맞춤법 및 띄어쓰기 전처리를 하며, 분석불능 범주를 포함한 모든 품사를 고려할 때 감성분석의 분류 정확도가 향상되는 결과를 얻었다. 동음이의어 비율이 높은 한국어 특성 때문에 고려한 품사 태그 부착 방안과 포함할 형태소에 대한 최소 빈도수 기준은 뚜렷한 영향이 없는 것으로 나타났다.

강원지역 초등학교 5, 6학년 학생들의 조리활동에 필요한 기초 조리능력 및 식품준비 능력에 관한 연구 (A Study on the Cooking and Food Preparation Skills of 5th and 6th Graders in Gangwon Province)

  • 정경아
    • 한국조리학회지
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    • 제17권3호
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    • pp.204-220
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    • 2011
  • 본 연구는 강원지역 어린이 건강요리 경연대회에 참가한 초등학교 5, 6학년 아동들의 '건강요리계획서' 총 310개를 토대로, 초등학교 학생들의 기초 조리능력 및 식품준비 능력을 알아보고자 수행되었다. 연구 대상자들의 기초 조리능력은 음식을 조리하기 위해 사용된 썰기 방법, 조리방법, 조리기구 및 가열기구에 대한 분석을 통해 조사되었다. 썰기 방법은 팔모썰기(79.4%), 채썰기(11.3%), 다지기(6.5%) 등의 순서로 나타나 '팔모썰기'가 가장 많이 사용되었고, 다른 썰기 방법이 요리에 사용된 빈도는 매우 적었다. 조리방법은 볶기(76.8%), 삶기/데치기(24.2%), 굽기(22.6%), 지지기(21.0%), 튀기기(18.7%), 찌기(12.3), 끓이기(5.8%) 등의 순서로 조사되었고, '끓이기'는 2008년 4.5%, 2010년 10.0%로 유의하게 증가한 (p=0.044) 반면, '튀기기'는 2008년 21.8%, 2010년 10.9%로 유의하게 감소하였다(p=0.027). 조리기구는 칼과 도마(100.0%), 접시(92.9%), 후라이팬(91.3%), 젓가락(40.3%), 숟가락(38.7%), 냄비(33.2%), 볼(33.2%), 주걱(30.0%), 뒤집개(30.0%) 등의 순서로 많이 사용된 것으로 조사되었다. 가열기구는 가스레인지(97.4%), 오븐(12.3%), 전자레인지(11.0%)의 순서로 많이 사용되었다. 초등학생들의 식품준비 능력은 건강한 음식을 만들기 위해 선택한 식품에 대한 분석을 통해 조사하였다. 가장 많이 사용된 식품의 종류는 모든 요리에 사용된 쌀을 제외하면 당근(67.1%), 양파(61.9%), 계란(41.6%), 파프리카(27.7%), 김치(25.2%), 피자치즈(22.9%), 햄(21.9%), 피망(20.6%) 등의 순서였다. 건강요리에 사용된 자연식품의 개수는 전체 평균 $6.60{\pm}1.79$개, 가공식품의 개수는 $1.34{\pm}1.10$개였으며, 전체 식품 중에서 각각이 차지하는 비율은 $83.24{\pm}13.18%$$16.76{\pm}13.18%$로 대략 80:20의 구성비를 보였다. 전체 식품 중에서 각 식품군이 차지하는 비율을 보면 고기 생선 계란 콩류는 2008년 $24.44{\pm}13.27%$, 2009년 $24.61{\pm}13.10%$, 2010년 $20.84{\pm}10.59%$로 2008년과 2009년에 비해 2010년에 유의하게 감소한(p<0.05) 반면, 채소류는 2008년 $44.38{\pm}15.65%$,2009년 $45.73{\pm}16.49%$, 2010년 $50.64{\pm}14.07%$로 유의하게 증가하였다(p<0.05). 결과적으로 초등학교 5, 6학년 아동들의 기초 조리능력 및 식품준비 능력을 분석하였을 때 썰기 방법의 경우 다양한 썰기 방법을 구사할 능력이 있음에도 불구하고 실제 조리과정에서는 제한된 썰기 방법만을 사용하였으며, 적합한 조리기구를 사용하는데 있어서도 다소 미흡함이 있는 것으로 분석된, 반면 영양의 균형을 고려하여 식품을 선택하는 식품준비 능력에 있어서는 학교교육과정 또는 다른 매체를 통해 습득하여 알고 있는 지식을 조리활동에 잘 적응하고 있는 것으로 분석되었다.

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인공산성우(人工酸性雨)가 소나무 및 개나리묘(苗)의 식물체내(植物體內) 함유성분(含有成分)에 미치는 영향(影響) (Effects of Simulated Acid Rain on Nutrient Contents of Pinus densiflora S. et Z. and Forsythia koreana Nak. Seedlings)

  • 정용문
    • 한국산림과학회지
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    • 제77권3호
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    • pp.259-268
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    • 1988
  • 인공산성우(人工酸性雨)가 소나무(Pinus densiflora) 유묘(幼苗)와 개나리(Forsythia koreana) 삽목묘(揷木苗)의 식물체내(植物體內) 함유성분(含有成分)에 미치는 영향(影響)을 조사(調査)하였다. 소나무 식재(植栽)와 개나리 삽목(揷木)은 1986년(年) 3월(月) 25일(日) 묘포토양(苗圃土壤)과 사양질(砂壤質)의 산림토양(山林土壤)을 1:l(v/v)로 혼합(混合)하여 채운 pot에 실시(實施)되고, 해당지역(該當地域)의 30년간(年間)의 강우양식(强雨樣式)에 모의(模擬)(simulation)해서, 황산(黃酸)과 질산(窒酸)의 비율(比率)을 3 : 2(규정(規正) 농도(濃度))로 혼합(混合)하여 지하수(地下水)로 희석(稀釋)한 pH 2.0, pH 4.0 및 pH 5.5(대조용(對照用))의 산성우(酸性雨)를 난괴법(亂塊法) 3반복(反復) 시험구(試驗區)에 천연강우(天然降雨)를 차단(遮斷)한 가운데, 동년(同年) 5월(月) 1일(日)부터 8월(月) 31일(日)까지 4개월(個月)에 걸쳐 산포(散布)하고, 묘목(苗木)의 생장(生長)이 멈춘 시기(時期)에 시료(試料)를 채취(採取)하여 분석(分析)한 결과(結果)는 다음과 같았다 ; 1) 식물체내(植物體內) 전질소(全窒素) 함량(含量)은 산성우(酸性雨) 처리(處理)에 두 수종(樹種) 모두 증가(增加) 경향(傾向)이 있었으며, 소나무는 뿌리와 1년생(年生) 줄기에서, 개나리는 잎과 뿌리에서 각각 차이(差異)가 있었다. 2) 식물체내(植物體內) 인산(燐酸)의 함량(含量)은 산성우(酸性雨) 처리(處理)에 두 수종(樹種) 모두 감소(減少) 경향(傾向)이 있었으며, 소나무는 뿌리에서, 개나리는 잎과 뿌리에서 큰 차이(差異)를 보였다. 3) $K_2O$, CaO 및 MgO의 함량(含量)은 산성우(酸性雨)의 pH 값이 낮아짐에 따라 두 수종(樹種) 모두 감소(減少)하였으며, 개나리가 소나무에 비해, 그리고 잎과 뿌리가 줄기 및 가지에 비해 민감(敏感)한 반응(反應)을 보였다. 4) 유황(硫黃)의 함량(含量)은 pH 2.0 처리(處理)에서 두 수종(樹種) 모두 크게 증가(增加)하였으며, 소나무는 잎과 뿌리에서, 개나리는 잎, 줄기, 뿌리의 전부위(全部位)에서 각각 처리간(處理間)에 고도(高度)의 유의차(有意差)를 보였다. 5) 인공산성우(人工酸性雨)의 산도수준(酸度水準) 및 수종(樹種)에 대한 반응(反應)을 종합(綜合)하면, 산도수준별(酸度水準別)로는 산성우(酸性雨)의 pH값이 낮야짐에 따라, 그리고 수종별(樹種別)로는 개나리가 소나무에 비해 민감(敏感)한 반응(反應)을 보였다.

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농촌지역에 거주하는 노인의 생선 섭취량과 인지기능저하 위험도 간의 상관성 (Correlation between fish consumption and the risk of mild cognitive impairment in the elderly living in rural areas)

  • 유아름;김지혜;최보율;김미경;양윤경;양윤정
    • Journal of Nutrition and Health
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    • 제54권2호
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    • pp.139-151
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    • 2021
  • 본 연구는 2009-2010년 양평지역에서 수행된 양평 코호트 자료를 활용하여 60세 이상 노인을 대상으로 생선 섭취량과 인지기능저하와의 상관성을 확인하였다. 여자 노인의 경우 생선 섭취량이 높을수록 MMSE-KC 평균 점수가 높아지는 경향을 보였으나 (p for trend = 0.016), 남자 노인의 경우 유의한 차이가 나타나지 않았다. 또한 여자 노인의 경우 생선 섭취량이 높을수록 인지기능저하의 위험이 낮아지는 경향을 보였으나 (p for trend = 0.009), 남자 노인의 경우 통계적으로 유의한 결과가 나타나지 않았다. 여자 노인의 경우 생선 섭취량이 높을수록 항산화 비타민 (베타 카로틴, 비타민 A, 비타민 C, 비타민 E), 비타민 B군 (엽산, 비타민 B12), 지방산 (총 지방산, 포화지방산, 단일불포화지방산, 다불포화지방산, α-리놀렌산, EPA, DHA, 총 n-3 다불포화지방산) 섭취량이 높아지는 경향을 보였다. 남자 노인의 경우 생선 섭취량이 높을수록 항산화 비타민 (베타 카로틴, 비타민 A, 비타민 C, 비타민 E), 비타민 B군(엽산, 비타민 B12), 지방산 (총 지방산, 포화지방산, 단일불포화지방산, 다불포화지방산, α-리놀렌산, EPA, DHA, 총 n-3 다불포화지방산) 섭취량이 높아지는 경향을 보였다. 본 연구 결과 여자 노인에서 생선의 섭취가 많을 수록 인지기능저하 위험도가 감소함을 확인하였다. 향후 다양한 집단에서 생선 섭취량과 노인의 인지능력 간의 인과관계를 규명할 수 있는 종적연구가 필요하다.

Deep Neural Network와 Convolutional Neural Network 모델을 이용한 산사태 취약성 매핑 (Landslide Susceptibility Mapping Using Deep Neural Network and Convolutional Neural Network)

  • 공성현;백원경;정형섭
    • 대한원격탐사학회지
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    • 제38권6_2호
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    • pp.1723-1735
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    • 2022
  • 산사태는 가장 널리 퍼진 자연재해 중 하나로 인명 및 재산피해 뿐만 아니라 범 국가적 차원의 피해를 유발할 수 있기 때문에 효과적인 예측 및 예방이 필수적이다. 높은 정확도를 갖는 산사태 취약성도를 제작하려는 연구는 꾸준히 진행되고 있으며 다양한 모델이 산사태 취약성 분석에 적용되어 왔다. 빈도비 모델, logistic regression 모델, ensembles 모델, 인공신경망 등의 모델과 같이 픽셀기반 머신러닝 모델들이 주로 적용되어 왔고 최근 연구에서는 커널기반의 합성곱신경망 기법이 효과적이라는 사실과 함께 입력자료의 공간적 특성이 산사태 취약성 매핑의 정확도에 중요한 영향을 미친다는 사실이 알려졌다. 이러한 이유로 본 연구에서는 픽셀기반 deep neural network (DNN) 모델과 패치기반 convolutional neural network (CNN) 모델을 이용하여 산사태 취약성을 분석하는 것을 목적으로 한다. 연구지역은 산사태 발생 빈도가 높고 피해가 큰 인제, 강릉, 평창을 포함한 강원도 지역으로 설정하였고, 산사태 관련인자로는 경사도, 곡률, 하천강도지수, 지형습윤지수, 지형위치 지수, 임상경급, 임상영급, 암상, 토지이용, 유효토심, 토양모재, 선구조 밀도, 단층 밀도, 정규식생지수, 정규수분지수의 15개 데이터를 이용하였다. 데이터 전처리 과정을 통해 산사태관련인자를 공간데이터베이스로 구축하였으며 DNN, CNN 모델을 이용하여 산사태 취약성도를 작성하였다. 정량적인 지표를 통해 모델과 산사태 취약성도에 대한 검증을 진행하였으며 검증결과 패치기반의 CNN 모델에서 픽셀기반의 DNN 모델에 비해 3.4% 향상된 성능을 보였다. 본 연구의 결과는 산사태를 예측하는데 사용될 수 있고 토지 이용 정책 및 산사태 관리에 관한 정책 수립에 있어 기초자료 역할을 할 수 있을 것으로 기대된다.

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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