• 한국멀티미디어학회논문지
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• 제25권5호
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• pp.661-669
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• 2022

The purpose of this study is to compare and analyze Deep Learning (DL) and Digital Image Processing (DIP) techniques using the results of the glottis segmentation of the two methods followed by the quantification of the asymmetric degree of the vocal cord mucosa. The data consists of 40 normal and abnormal images. The DL model is based on Deeplab V3 architecture, and the Canny edge detector algorithm and morphological operations are used for the DIP technique. According to the segmentation results, the average accuracy of the DL model and the DIP was 97.5% and 94.7% respectively. The quantification results showed high correlation coefficients for both the DL experiment (r=0.8512, p<0.0001) and the DIP experiment (r=0.7784, p<0.0001). In the conclusion, the DL model showed relatively higher segmentation accuracy than the DIP. In this paper, we propose the clinical applicability of this technique applying the segmentation and asymmetric quantification algorithm to the glottal area in the laryngoscopic images.

• Asian-Australasian Journal of Animal Sciences
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• 제28권12호
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• pp.1713-1720
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• 2015

The present work describes experiments undertaken to evaluate the usefulness of selected physicochemical indices of semen, cell membrane integrity and sperm chromatin structure for the assessment of boar semen sensitivity to processes connected with pre-insemination procedures. The experiments were carried out on 30 boars: including 15 regarded as providers of sensitive semen and 15 regarded as providers of semen that is little sensitive to laboratory processing. The selection of boars for both groups was based on sperm morphology analyses, assuming secondary morphological change incidence in spermatozoa as the criterion. Two ejaculates were manually collected from each boar at an interval of 3 to 4 months. The following analyses were carried out for each ejaculate: sperm motility assessment, sperm pH measurement, sperm morphology assessment, sperm chromatin structure evaluation and cell membrane integrity assessment. The analyses were performed three times. Semen storage did not cause an increase in the incidence of secondary morphological changes in the group of boars considered to provide sperm of low sensitivity. On the other hand, with continued storage there was a marked increase in the incidence of spermatozoa with secondary morphological changes in the group of boars regarded as producing more sensitive semen. Ejaculates of group I boars evaluated directly after collection had an approximately 6% smaller share of spermatozoa with undamaged cell membranes than the ejaculates of boars in group II ($p{\leq}0.05$). In the process of time the percentage of spermatozoa with undamaged cell membranes decreased. The sperm of group I boars was characterised with a lower sperm motility than the semen of group II boars. After 1 hour of storing diluted semen, the sperm motility of boars producing highly sensitive semen was already 4% lower ($p{\leq}0.05$), and after 24 hours of storage it was 6.33% lower than that of the boars that produced semen with a low sensitivity. Factors that confirm the accuracy of insemination male selection can include a low rate of sperm motility decrease during the storage of diluted semen, low and contained incidence of secondary morphological changes in spermatozoa during semen storage and a high frequency of spermatozoa with undamaged cell membranes.

• 에너지공학
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• 제7권1호
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• pp.146-156
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• 1998

석탄을 연소한 후 형성되는 석탄회는 미세한 분말상태로 입자의 형상은 다공성이며 단단한 구형입자로 이루어져 있다. 본 연구에서는 국내 발전소에서 생성된 9종의 석탄회의 물리적, 형태적 및 화학적 조성 분석을 통해 국내 석탄회 데이터 베이스화, 연소효율 개선, 석탄회 집진설비인 전기집진기의 성능향상과 석탄회의 재활용에 기여하고자 한다. 석탄회의 물리적 특성은 입도분포와 비중을 입자카운터와 한국공업규격(KS L-5110)에 따른 비중 측정계를 이용하였으며, 형태적 특성은 입자의 구형성 정도, 표면특성 그리고 색상변화 등을 전자현미경(SEM)과 광학현미경을 이용하였다. 그리고 화학적 특성을 파악하기 위해 유도결합 플라즈마방출 분광기(ICP)와 에너지스펙트럼 분석기(EDXA)를 이용하여 석탄회의 구성성분을 분석하였고 한국공업규격 KS L-5405에 따른 석탄회에 함유된 미연탄소분을 측정하였다. 삼천포 화력발전소 전기집진기에서 포집한 석탄회에 대한 질량평균입경은 각각 15~25 $\mu\textrm{m}$로 나타났다. 석탄회 입자의 형상은 석탄 입자가 보일러의 연소 영역에 노출되는 정도에 따라 구형성, 투명성 및 색변화가 다양하게 나타나는데 완전 연소에 가까울수록 무색의 구형입자가 형성되었다. 석탄회는 보일러 내의 연소 조건과 원탄의 성분에 따라 구형, 무정형, Cenosphere 그리고 Plerosphere와 같은 유형의 입자를 형성하며 입자간의 상호 작용에 의해 집괴, 응집 그리고 결정형의 입자군들을 형성한다. 석탄회는 산회광물질로 이루어져 있으며 주성분 SiO2, Fe2O3, Al2O3로 약 85% 이상을 차지하였으며 10% 정도는 미연탄소분으로 이루어져 있었다.

• 정보처리학회논문지:소프트웨어 및 데이터공학
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• 제1권2호
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• pp.109-114
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• 2012

봉와양폐(Honeycomb)는 직경 2~10mm 정도의 크기가 같지 않은 낭포(Cyst)가 경계가 명확한 섬유질(Fibrosis)로 이루어진 벽에 둘러싸여 밀집된 형태로 이루어져 있다. 봉와양폐가 발견될 경우 급성악화의 발생 빈도가 높으며 따라서 봉와양폐의 관찰 여부와 측정은 임상에서 중요한 지표가 된다. 따라서 본 논문에서는 봉와양폐 영역의 정량적 측정을 위하여 봉와양폐의 특징을 이용한 형태학적 기법과 군집성 평가 기법을 통해 자동 구획 방법을 제안하였다. 첫 번째로 영상의 잡음을 제거하기 위하여 가우시안 필터링을 적용하고, 모폴로지 기법 중 팽창 기법을 이용하여 폐 영역을 구획하였다. 두번째로, 주변 8방향 검사를 통해 봉와양폐를 구성하는 낭포의 후보군을 찾고, 영역 확장과 외곽선 검사를 통해 비 낭포들을 제거하였다. 마지막으로 군집화 검사를 통해 최종적으로 봉와양폐를 구획하였다. 제안한 방법은 80장의 고해상도 컴퓨터 단층촬영 영상에서 실험한 결과, 89.4%의 민감도와, 72.2%의 양성 예측도를 보였다.

• 한국토양비료학회지
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• 제44권5호
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• pp.944-958
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• 2011

Soil hydraulic properties such as hydraulic conductivity or water retention which are costly to measure can be indirectly generated by soil pedotransfer function (PTF) using easily obtainable soil data. The field soil structure description which is routinely recorded could also be used in PTF as an input to reduce the uncertainty. The purposes of this study were to use qualitative morphological soil structure descriptions and soil structural index into PTF and to evaluate their contribution in the prediction of soil hydraulic properties. We transformed categorical morphological descriptions of soil structure into quantitative values using categorical principal component analysis (CATPCA). This approach was tested with a large data set from the US National Pedon Characterization database with the aid of a categorical regression tree analysis. Six different PTFs were used to predict the saturated hydraulic conductivity and those results were averaged to quantify the uncertainty. Quantified morphological description was successively used in multiple linear regression approach to predict the averaged ensemble saturated conductivity. The selected stepwise regression model with only the transformed morphological variables and structural index as predictors predicted the $K_{sat}$ with $r^2$ = 0.48 (p = 0.018), indicating the feasibility of CATPCA approach. In a regression tree analysis, soil structure index and soil texture turned out to be important factors in the prediction of the hydraulic properties. Among structural descriptions size class turned out to be an important grouping parameter in the regression tree. Bulk density, clay content, W33 and structural index explained clusters selected by a two step clustering technique, implying the morphologically described soil structural features are closely related to soil physical as well as hydraulic properties. Although this study provided relatively new method which related soil structure description to soil structure index, the same approach should be tested using a datasets containing the actual measurement of hydraulic properties. More insight on the predictive power of soil structure index to estimate hydraulic properties would be achieved by considering measured the saturated hydraulic conductivity and the soil water retention.

• Korea-Australia Rheology Journal
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• 제12권2호
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• pp.101-105
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• 2000

The crystallization behavior of homo polypropylene (PP) and PP in the PP-poly($\varepsilon$-caprolactone) (PCL) blends during isothermal crystallization has been investigated using differential scanning calorimeter (DSC) and advanced rheometric expansion system (ARES). From the storage modulus data of the homo PP and PP-PCL blends during isothermal crystallization, the volume fraction of crystallized material ($X_t$) of the homo PP and PP in the PP-PCL blends was calculated using the various rheological models. The results of $X_t$ of the homo PP and PP in the PP-PCL blends from ARES measurement were compared with the results from DSC. The $X_t$ of the homo PP was found to be higher in the ARES measurement than in the DSC. The crystallization rate of the homo PP was found to be faster in the rheological measurements than in the thermal analysis. The $X_t$ of PP in the PP-PCL blends with various compositions was obtained from the thermal analysis and rheological measurements. The $X_t$ of PP in the PP-PCL blends obtained from the thermal analysis and rheological measurements are not consistent. This discrepancy of $X_t$ may be due to the morphological changes resulted from the different crystallization kinetics of PP in the PP-PCL blends.

• Journal of Korean Neurosurgical Society
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• 제41권3호
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• pp.171-176
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• 2007

Objective : The purpose of this study was to characterize the Rolandic fissure[Rf] and was to identify the Rf using the surface bony landmarks which can be usually exposed on craniotomy. Methods : After morphological evaluation of the Rfs using 21 Korean adult formalin fixed cadavers, craniometric measurement was carried out from the surface bony landmarks of nasion, glabella, bregma, and lambda. Results : The Rfs of both hemispheres did not show the mirror image. The Rfs ran forward and downward toward the sylvian fissure keeping the mean angle of $67^{\circ}$ from mid-sagittal line as elongated S-shape in left and the elongated reverse S-shape in right hemisphere. Connections between the Rf and the longitudinal fissure and between the Rf and the sylvian fissure were found in 3 [7.1%] and 2 [4.8%] of 42 hemispheres, respectively. Most Rfs extended superiorly to 2-3mm lateral to the most superomedial surface of hemispheres and extended inferiorly to 3-5mm superior to the sylvian fissures. The mean distances from the nasion, glabella, bregma, and lambda to the most superomedial aspect of the Rf were $18.8{\pm}0.9cm,\;16.6{\pm}0.8cm,\;5.2{\pm}0.6cm$, and $6.9{\pm}1.0cm$, respectively. The mean distance measured between the Rf and the nasion using traditional method was $18.4{\pm}0.6cm$. Conclusion : The distance between the Rf and the nasion roughly correspond within the range of mean 4 mm compared with that measured by the traditional measurement. These data may be more helpful to delineate the Rf after the placement of drapes for craniotomy.

• The Korean Journal of Pain
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• 제33권1호
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• pp.54-59
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• 2020

Background: The median nerve cross-sectional area (MNCSA) is a useful morphological parameter for the evaluation of carpal tunnel syndrome (CTS). However, there have been limited studies investigating the anatomical basis of median nerve flattening. Thus, to evaluate the connection between median nerve flattening and CTS, we carried out a measurement of the median nerve thickness (MNT). Methods: Both MNCSA and MNT measurement tools were collected from 20 patients with CTS, and from 20 control individuals who underwent carpal tunnel magnetic resonance imaging (CTMRI). We measured the MNCSA and MNT at the level of the hook of hamate on CTMRI. The MNCSA was measured on the transverse angled sections through the whole area. The MNT was measured based on the most compressed MNT. Results: The mean MNCSA was 9.01 ± 1.94 ㎟ in the control group and 6.58 ± 1.75 ㎟ in the CTS group. The mean MNT was 2.18 ± 0.39 mm in the control group and 1.43 ± 0.28 mm in the CTS group. Receiver operating characteristics curve analysis demonstrated that the optimal cut-off value for the MNCSA was 7.72 ㎟, with 75.0% sensitivity, 75.0% specificity, and an area under the curve (AUC) of 0.82 (95% confidence interval [CI], 0.69-0.95). The best cut off-threshold of the MNT was 1.76 mm, with 85% sensitivity, 85% specificity, and an AUC of 0.94 (95% CI, 0.87-1.00). Conclusions: Even though both MNCSA and MNT were significantly associated with CTS, MNT was identified as a more suitable measurement parameter.

• 한국생물공학회:학술대회논문집
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• 한국생물공학회 2001년도 추계학술발표대회
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• pp.890-893
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• 2001

Zeta potential measurement not only can provide surface information on colloidal biomaterials but more importantly can be used in bioprocess control and products quality control. In this study, zeta potentials for intracrystalline proteins of each layers from oyster shell prepared in 1mM NaCl at different pH were measured. Also, in forming calcite crystals with intracrystalline proteins as an additive extracted from oyster shell, the zeta potentials were measured. These studies were performed to verify the primary role of intracrystalline proteins in controlling the formation, morphological development and crystallography of the biocomposite.

• 펄프종이기술
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• 제30권2호
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• pp.30-39
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• 1998

Effect of cationic starches and anionic colloidal silica on retention and drainage characteristics of Compozil system was investigated. Depending upon the degree of substitution and molecular weight of cationic starches and morphological characteristics of anionic colloidal silica, retention and drainage properties of Compozil system were significantly influenced. When cationic starch addition level increased above a certain limit retention and stock freeness were decreased. To elucidate this an electrostatic coagulation mechanism occurring between unadsorbed starch molecules and anionic colloidal silica was proposed. Unstructured colloidal silica showed greater improvement in retention than structured colloidal silica. Cationic corn starches with different degree of substitution and molecular weights were prepared and their effect as a constituent of Compozil system was also evaluated. By controlling the molecular weight and degree of substitution of cationic corn starch it was possible to achieve significant improvement in fines retention. Cationic corn starch with higher degree of substitution maintained its retention efficiency even when the stock conductivity was increased. Turbidity measurement technique was found to be a simple and useful method to measure the retention characteristics.