• 대한추나의학회지
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• 제2권1호
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• pp.159-168
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• 2001

Objectives : It is known that rouleau condition of red blood cell on live blood analysis is related to degree of fatigue. This study was planed to prove the correlation between rouleau condition of red blood cell and degree of fatigue by using the questionnaire 'Symptom Table on Fatigue Perception' that had been verified before. Methods : We analyzed the correlation between rouleau condition and degree of fatigue by calculating ratio of rouleau of red blood cell after measuring degree of fatigue by the questionnaire to the people who had not evidence of illness on health examination and did not take any medicine. Results and Conclusions : This study showed a significance of positive correlation(0.464) between physical fatigue and rouleau condition of red blood cell.

• 제어로봇시스템학회:학술대회논문집
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• 제어로봇시스템학회 2004년도 ICCAS
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• pp.1889-1891
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• 2004

The differential white blood cell count plays an important role in the diagnosis of different diseases. It is a tedious task to count these classes of cell manually. An automatic counter using computer vision helps to perform this medical test rapidly and accurately. Most commercial-available automatic white blood cell analysis composed mainly 3 steps including segmentation, feature extraction and classification. In this paper we concentrate on the first step in automatic white-blood-cell analysis by proposing a segmentation scheme that utilizes a benefit of active contour. Specifically, the binary image is obtained by thresolding of the input blood smear image. The initial shape of active is then placed roughly inside the white blood cell and allowed to grow to fit the shape of individual white blood cell. The white blood cell is then separated using the extracted contour. The force that drives the active contour is the combination of gradient vector flow force and balloon force. Our purposed technique can handle very promising to separate the remaining red blood cells.

• 대한의생명과학회지
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• 제18권1호
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• pp.71-75
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• 2012

The PLA2G4A catalyzes the hydrolysis of membrane phospholipids to release arachidonic acid, which is metabolized into lipid-based cellular hormones that regulate inflammatory response. The circulating blood cell numbers can be influenced by stress, infection or inflammation. Quantitative blood cell count traits analysis for the 19 SNPs in the PLA2G4A gene in the Korean Association Resource (KARE) cohort (7551 subjects) was performed. The only one SNP (rs10752979) in the all blood cell count was satisfied with the Bonferroni corrected P-value (<0.00263). Furthermore, 6 of the 19 SNPs in the PLA2G4A gene showed a weak or moderate association with blood cell count (P-values: 0.0048~0.042), suggesting the clue of an association between the PLA2G4A gene and blood cell count, especially white blood cell count. This study may provide insight into the genetic basis of blood cell count related with reaction of infection.

• JSTS:Journal of Semiconductor Technology and Science
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• 제5권1호
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• pp.1-10
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• 2005

This paper presents the development of a microsystem for whole blood purification and electrophysiological analysis of the purified cells. Magnetophoresis using continuous diamagnetic capture (DMC) was utilized for whole cell purification and electrical impedance spectroscopy (EIS) was utilized for electrophysiological analysis of the purified cells. The system was developed on silicon and plastic substrates utilizing conventional microfabrication technologies and plastic microfabrication technologies. Using the magnetophoretic microseparator, white blood cells were purified from a sample of whole blood. The experimental results of the DMC microseparator show that 89.7% of the red blood cells (RBCs) and 72.7% of the white blood cells (WBCs) could be continuously separated out from a whole blood using an external magnetic flux of 0.2 T. EIS was used as a downstream whole cell analysis tool to study the electrophysiological characteristics of purified cells. In this work, primary cultured bovine chromaffin cells and human red blood cells were characterized using EIS. Further analysis capabilities of the EIS were demonstrated by successfully obtaining unique impedance signatures for chromaffin cells based on the whole cell ion channel activity.

• 한국컴퓨터정보학회논문지
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• 제4권1호
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• pp.47-53
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• 1999

의학분야에서 컴퓨터는 병원에서 발생하는 각종 업무데이터의 전산화에서 진단을 위해 사용하는 검사 의료기기들의 자동화, 그리고, 각종 의학영상들을 디지털화하여 처리하는 단계까지 활발하게 활용되고 있는 실정이다. 이러한 시점에서 본 논문에서는 병원의 임상병리과에서 늘어나고 있는 혈액검사를 자동화하기 위한 것으로 혈구영상으로부터 적혈구를 분석하여 정상세포를 비롯한 비정상세포를 16부류로 나누어 분류하였다. 이를위해 UNL푸리에 특징과 불변 모멘트 알고리즘을 사용하여 세그먼트된 적혈구 영상으로부터 특징을 추출하고 이를 인식하기 위한 다단계 신경망을 구축하였다. 실제 임상에서 10명의 환자를 대상으로 실험한 결과 검사자가 참조가능 형태의 결과를 얻을 수 있었다.

• Environmental Analysis Health and Toxicology
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• 제5권1_2호
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• pp.45-50
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• 1990

In order to investigate the phototoxicity of five phenothiazine derivatives and one thioxanthen derivative were examined by using in vitro method based on growth inhibition of Candida albicans and red blood cell hemolysis. Effects of the test compounds on RBCs were monitored with a spectrophotometer and a drug PI in the Candida albicans was calculated on the basis of the lowest concentration giving a yeast-free zone. All phenothiazines phototoxic in the red blood cell hemolysis method were positive in the yeast test except promethazine. It was also observed that toxic photo-products were formed by perphenazine and chlorpromazine in the red blood cell hemolysis.

• Korea-Australia Rheology Journal
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• 제21권3호
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• pp.161-173
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• 2009

This study analyzes especially drag and lift models recently developed for fluid-solid, fluid-fluid or liquid-liquid two-phase flows to understand their applicability on the computational fluid dynamics, CFD modeling of pulsatile blood flow. Virtual mass effect and the effect of red blood cells, RBCs aggregation on CFD modeling of blood flow are also shortly reviewed to recognize future tendencies in this field. Recent studies on two-phase flows are found as very useful to develop more powerful drag-lift models that reflect the effects of blood cell's shape, deformation, concentration, and aggregation.

• 농촌의학ㆍ지역보건
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• 제35권1호
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• pp.67-76
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• 2010

광주지역의 한 종합병원 수검자를 대상으로 백혈구 수와 대사증후군과의 관련 요인을 분석하고자 단면 연구를 시행한 결과 대사증후군의 유병률은 남성이 25.2%, 여성은 13.3%로 나타났으며, 연령별 유병률은 남성은 40대에서, 여성은 60세 이상에서 가장 높은 유병률을 보였고 남녀 모두 백혈구수가 증가 할수록 대사증후군의 유병률이 높게 나타났다. 대사증후군과 백혈구수와의 로지스틱 회귀분석의 결과에서는 남, 여 모두 백혈구 수가 증가 할수록 대사증후군의 위험도가 증가하였다. 결론적으로 본 연구에서는 비록 정상범위 일지라도 증가된 백혈구 수는 대사증후군과 연관성이 있다는 것을 확인할 수 있으며, 대사증후군 기준을 충족시키는 항목수가 많을수록 백혈구 수는 증가하는 경향을 보였고, 백혈구 수를 네 개의 군으로 나누었을 때 백혈구 구분수가 증가할수록 대사증후군의 유병률도 증가하고 있었다. 백혈구수와 백혈구 감별계산이 대사증후군을 예측하는 인자로 가치가 있는지는 광범위한 대단위 연구와 시간적 순서에 의해 인과관계를 규명하는 코호트연구가 필요하다고 생각된다.

• Korean Journal of Acupuncture
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• 제24권3호
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• pp.91-103
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• 2007

Objectives : The purpose of this study was to investigate the usability of live blood analysis on interior and exterior vascular laser irradiation therapy. Methods : We had analyzed the changing forms of the live blood sample with microscope before and after vascular laser irradiation therapy of blood. The live blood analysis was operated on Rouleau of red cell, erythrocyte aggregation, thrombocyte aggregation, uric acid crystals, red crystals, protoplasts. First, we analyzed all patients on each item, then did same thing classified two groups, Interior and exterior. Results : Rouleau of red cell, erythrocyte aggregation, thrombocyte aggregation, uric acid crystals, red crystals, protoplasts were decreased significantly, after interior and exterior aggregation, uric acid crystals. Interior vascular laser irradiation therapy was more effective than interior on Rouleau of red cell, erythrocyte aggregation, thrombocyte aggregation, uric acid crystals. Interior vascular laser irradiation therapy was more effective than exterior on red crystals, protoplasts. Conclusions : This study suggests that live blood analysis has the usability on vascular laser irradiation therapy. Then according to interior and exterior vascular laser irradiation therapy, the result has some different on each item. So it is better that choose the method, interior or exterior, for more effective therapy.

• Journal of Information Processing Systems
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• 제18권3호
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• pp.302-310
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• 2022

Efficient use of limited blood products is becoming very important in terms of socioeconomic status and patient recovery. To predict the appropriateness of patient-specific transfusions for the intensive care unit (ICU) patients who require real-time monitoring, we evaluated a model to predict the possibility of transfusion dynamically by using the Medical Information Mart for Intensive Care III (MIMIC-III), an ICU admission record at Harvard Medical School. In this study, we developed an explainable machine learning to predict the possibility of red blood cell transfusion for major medical diseases in the ICU. Target disease groups that received packed red blood cell transfusions at high frequency were selected and 16,222 patients were finally extracted. The prediction model achieved an area under the ROC curve of 0.9070 and an F1-score of 0.8166 (LightGBM). To explain the performance of the machine learning model, feature importance analysis and a partial dependence plot were used. The results of our study can be used as basic data for recommendations related to the adequacy of blood transfusions and are expected to ultimately contribute to the recovery of patients and prevention of excessive consumption of blood products.