• Title/Summary/Keyword: non-invasive method

검색결과 458건 처리시간 0.031초

CADICA: Diagnosis of Coronary Artery Disease Using the Imperialist Competitive Algorithm

  • Mahmoodabadi, Zahra;Abadeh, Mohammad Saniee
    • Journal of Computing Science and Engineering
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    • 제8권2호
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    • pp.87-93
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    • 2014
  • Coronary artery disease (CAD) is currently a prevalent disease from which many people suffer. Early detection and treatment could reduce the risk of heart attack. Currently, the golden standard for the diagnosis of CAD is angiography, which is an invasive procedure. In this article, we propose an algorithm that uses data mining techniques, a fuzzy expert system, and the imperialist competitive algorithm (ICA), to make CAD diagnosis by a non-invasive procedure. The ICA is used to adjust the fuzzy membership functions. The proposed method has been evaluated with the Cleveland and Hungarian datasets. The advantage of this method, compared with others, is the interpretability. The accuracy of the proposed method is 94.92% by 11 rules, and the average length of 4. To compare the colonial competitive algorithm with other metaheuristic algorithms, the proposed method has been implemented with the particle swarm optimization (PSO) algorithm. The results indicate that the colonial competition algorithm is more efficient than the PSO algorithm.

비침습적 방법에 의한 광학식 Transcutaneous pCo2 가스센서 및 분석장치 개발을 위한 기초연구 (Basic Research of Non-Invasive Optical Transcutaneous pCo2 Gas Sensor & Analytic Equipment)

  • 김도억;이승하;차은종;강신원
    • 센서학회지
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    • 제13권4호
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    • pp.258-263
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    • 2004
  • In this study, we carried out a basic study for the development of optical transcutaneous $pCO_{2}$ gas sensor and analyzer using non-invasive method. The basic principle of $pCO_{2}$ measurement is adapted Beer lambert's law and embodied the system using NDIR method. This measuring system was composed of a IR lamp, a optical filter, a optical reaction chamber, pyroelectric sensor and a signal process. We measured $EtCO_{2}'s$ concentration in basis step instead of $pCO_{2}$ gas that can collect by inflicting heat in outer skin. We minimize the size of optical reaction chamber which takes up the largest volume, to make the portable sensor. We made optical reaction chamber in Si wafer using MEMS technology and the optical reaction chamber was shortened to 2 mm and we carried out an experiment. When we injected the $EtCO_{2}$ to the inside of the optical reaction chamber, we could confirm change of 4.6 mV. The system response time was within 2 second that is fairly fast.

Novel non-invasive molecular identification method for two tree frogs, Dryophytes suweonensis and Dryophytes japonicus, based on high resolution melting(HRM) analysis

  • Nakyung Yoo;Keun-Yong Kim;Jung Soo Heo;Ju-Duk Yoon;Keun-Sik Kim
    • 환경생물
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    • 제40권2호
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    • pp.199-205
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    • 2022
  • Two tree frogs, Dryophytes suweonensis and Dryophytes japonicus, inhabiting Korea, are morphologically similar and share the same habitats. Therefore, they are identified mainly through their calls, especially for males. Dryophytes suweonensis is registered as an endangered (IUCN: EN grade) and protected species in South Korea. Thus, it is necessary to develop a method to rapidly identify and discriminate the two species and establish efficient protection and restoration plans. We identified significant genetic variation between them by sequencing a maternally-inherited mitochondrial 12S ribosomal DNA region. Based on the sequence data, we designed a pair of primers containing 7bp differences for high resolution melting(HRM) analysis to rapidly and accurately characterize their genotypes. The HRM analysis using genomic DNA showed that the melting peak for D. suweonensis was 76.4±0.06℃, whereas that of D. japonicus was 75.0±0.05℃. The differential melt curve plot further showed a distinct difference between them. We also carried out a pilot test for the application of HRM analysis based on immersing D. suweonensis in distilled water for 30 min to generate artificial environmental DNA(eDNA). The results showed 1.10-1.31℃ differences in the melting peaks between the two tree frog samples. Therefore, this HRM analysis is rapid and accurate in identifying two tree frogs not only using their genomic DNA but also using highly non-invasive eDNA.

Superparamagnetic Iron Oxide-Enhanced MRI를 이용한 간섬유화의 평가: 영상의학적 비침습적 간섬유화 지표가 AST/혈소판 비와 상관 관계가 있는가? (Evaluation of Fibrosis in Liver Cirrhosis by Superparamagnetic Iron Oxide (SPIO)-Enhanced MR Imaging: Does the Radiological Non-Invasive Fibrosis Index Correlate with the Laboratory Non-Invasive Fibrosis Index?)

  • 김신기;이창희;김경아;최재웅;이종미;박철민
    • Investigative Magnetic Resonance Imaging
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    • 제12권2호
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    • pp.115-122
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    • 2008
  • 목적: SPIO-enhanced MRI상에서 얻은 radiological non-invasive hepatic fibrosis index (RNHFI)와 AST/혈소판 비(AST to platelet ratio index, APRI)간의 상관관계를 알아보고자 하였다. 대상 및 방법: 5년동안 SPIO-enhanced MRI를 시행받은 환자들을 대상으로 하였다. 환자들을 간경변 집단과 비(非)간경변 집단으로 분류했다. PACS를 이용, 각 환자의 SPIO-enhanced MRI에서 RNHFI (간실질 신호강도 표준편차의 평균(SD), 잡음교정 변이계수(CV))를 산출했고, 각 환자의 실험실 검사 결과를 이용, APRI를 산출했다. Student's t-test를 이용하여 두 집단간의 RNHFI와 APRI의 차이를 비교했다. 각 집단에서, RNHFI와 APRI간의 이변량 상관분석을 시행했다. 결과: 간경변 집단에서, SD, CV의 평균은 각각 $10.3{\pm}3.7$, $0.19{\pm}0.08$였다. 비간경변 집단에서, SD, CV의 평균은 각각 $6.5{\pm}1.6$, $0.08{\pm}0.05$였다. 두 집단의 평균 APRI는 각각 $2.04{\pm}1.7$, $0.32{\pm}0.32$였다. RNHFI와 APRI는 두 집단 사이에서 의미 있는 차이를 보였다 (p<0.05). 간경변 집단에서, SD와 APRI는 양의 상관관계를 보였다 (r=0.5, p<0.001). 결론: SD값이 간섬유화의 간단하고 유용한 예측 인자가 될 수 있을 것으로 기대된다.

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최근 9년간의 담도폐쇄증 경험 - 새로운 초음파 진단법 소개 - (Recent 9-year Experience With Biliary Atresia Utilizing a New Ultrasonographic Diagnostic Technique)

  • 박우현;최순옥
    • Advances in pediatric surgery
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    • 제6권1호
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    • pp.19-26
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    • 2000
  • This paper reports our 9-year experience treating 34 infants with biliary atresia utilizing a new non-invasive diagnostic method, ultrasonographic "triangular cord"(TC) sign. The TC sign is present when there is visualization of a triangular or a band-like echogenicity just cranial to the portal vein. The ultrasonographic TC sign appears to be a simple, non-invasive, time-saving and useful tool in the diagnosis of biliary atresia. Sensitivity is 84 %. Active bile excretion was restored in 90 % of the patients who were treated between 31-60days, 78 % of those between 61-90 days, and 33 % of those being 91days or older. The incidence of postoperative cholangitis was 36 %. Construction of an antireflux valve in the Roux-en-Y loop did not affect the incidence of postoperative cholangitis(p=0.18). Among 34 infants with biliary atresia, 23(68 %) are alive for 2-102 months after operation, and 12 are alive for more than 5 years. Five-year estimate survival by Kaplan-Meier method was 66 %.

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알레르기 비염 환자에서 적색 및 근적외선 LED 광선 치료 효과 (Effect of Red and Infrared LED Light Therapy on Allergic Rhinitis)

  • 박일환
    • 대한의용생체공학회:의공학회지
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    • 제40권4호
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    • pp.125-131
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    • 2019
  • As a non-invasive method for alleviating allergic rhinitis, there has been a recent ongoing research in the treatment of light from light emitting diodes (LEDs) and lasers. A total of 15 subjects diagnosed with allergic rhinitis were selected for this study. Red and near infrared light emitted from LEDs with wavelengths of 660nm and 940nm were illuminated three times daily (three minutes per cycle) for a total of two weeks. The degree of nasal congestion, runny nose, sneezing and nasal itching was evaluated by questionnaires before and after the test. Also, the serum IgE (Immunoglobulin E) was measured and compared before and after the test. As a result, the total score of symptoms of allergic rhinitis was decreased by 67% after the test (P<0.01). The level of IgE was decreased by 17% after the test (P<0.05). In conclusion, the non-invasive LED phototherapy method using red and near-infrared LED light was effective in alleviating symptoms of allergic rhinitis. There were no adverse effects or complications reported during and after the test.

Blood Oxygen Level Sensor를 이용한 대뇌혈류증가 장치에 관한 연구 (A Study on Cerebral Blood Flow Enhancement Device Using Blood Oxygen Level Sensor)

  • 임정현;조인희;김영길
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2018년도 춘계학술대회
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    • pp.188-192
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    • 2018
  • 대뇌혈류를 증가 시키는 수술은 뇌경색의 치료방법중 하나이다. 그러나 수술과 같은 침습적인 방법은 환자에게 수술 후유증 또는 부작용을 부담하게 한다. 이러한 침습적인 방법을 보완하기 위해 사람의 혈압을 이용해, 사지에 압박을 가하여 대뇌 혈류를 증가 시키는 비 침습적인 장치도 등장하였다. 그러나 속도와 정확성이 떨어지는 문제점이 제기되었다. 본 논문에서는, 정확한 측정과 측정하는 데에 걸리는 시간을 기존의 장치보다 개선하기 위해, Blood Oxygen Level Sensor를 이용하여, 양팔에 압력을 주면서 각 팔의 Perfusion Index를 측정하여, Perfusion Index가 일정 값 이하로 떨어지는 순간의 75% 압력을 팔에 가하고, 다리에는 팔에서 구해진 압력 값을 이용해 계산하여 얻은 압력을 가한다. 기존의 혈압 측정식 대뇌혈류증가 장치와 같이, 혈류량을 20%이상 증가시킬 수 있고, 또한 측정 시간도 단축한 결과를 얻어 뇌경색 환자에게 선택적으로 사용할 수 있다.

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