• 제목/요약/키워드: volumes

검색결과 2,626건 처리시간 0.03초

One Step Measurements of hippocampal Pure Volumes from MRI Data Using an Ensemble Model of 3-D Convolutional Neural Network

  • Basher, Abol;Ahmed, Samsuddin;Jung, Ho Yub
    • 스마트미디어저널
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    • 제9권2호
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    • pp.22-32
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    • 2020
  • The hippocampal volume atrophy is known to be linked with neuro-degenerative disorders and it is also one of the most important early biomarkers for Alzheimer's disease detection. The measurements of hippocampal pure volumes from Magnetic Resonance Imaging (MRI) is a crucial task and state-of-the-art methods require a large amount of time. In addition, the structural brain development is investigated using MRI data, where brain morphometry (e.g. cortical thickness, volume, surface area etc.) study is one of the significant parts of the analysis. In this study, we have proposed a patch-based ensemble model of 3-D convolutional neural network (CNN) to measure the hippocampal pure volume from MRI data. The 3-D patches were extracted from the volumetric MRI scans to train the proposed 3-D CNN models. The trained models are used to construct the ensemble 3-D CNN model and the aggregated model predicts the pure volume in one-step in the test phase. Our approach takes only 5 seconds to estimate the volumes from an MRI scan. The average errors for the proposed ensemble 3-D CNN model are 11.7±8.8 (error%±STD) and 12.5±12.8 (error%±STD) for the left and right hippocampi of 65 test MRI scans, respectively. The quantitative study on the predicted volumes over the ground truth volumes shows that the proposed approach can be used as a proxy.

교차로 형태에 따른 차량 당 탄소가스 배출량 비교 (Vehicles' CO2 Emissions by Intersection Types)

  • 김다예;오흥운
    • 한국도로학회논문집
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    • 제15권5호
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    • pp.123-133
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    • 2013
  • PURPOSES : The present paper is to compare vehicles' $CO_2$ emissions in roundabouts and signalized intersections. METHODS : The present paper uses the SIDRA software with variables of traffic and road conditions. RESULTS : The results of the study are as follows : First, when entering traffic volumes are more than 1600pcph, vehicle's $CO_2$ emissions in roundabouts are lower than those of signalized intersections regardless of the left turn ratio. Second, When entering traffic volumes are more than 2800pcph, vehicles's $CO_2$ emissions in 2-lane approaches are lower than those of 1-lane approaches in signalized intersection. Third, when entering traffic volumes are more than 1600pcph, vehicle's $CO_2$ emissions of CASE B are lowest. (CASE B is the condition with one exclusive left-turn lane and one exclusive straight lane and one shared straight lane with right-turn.) Also, CASE A is the condition that vehicle's $CO_2$ emissions in roundabouts are lower than those of signalized intersections between 1600pcph and 3600pcph. (CASE A is the condition with one exclusive left-turn lane and one shared straight lane with right-turn.) But, when entering traffic volumes are more than 4000pcph, vehicle's $CO_2$ emissions in signalized intersections is lower than those of roundabouts. CONCLUSIONS : It may be concluded that vehicle's $CO_2$ emissions on roundabouts are much lower than those of signalized intersections, especially, when entering traffics volumes are between 1600pcph and 3600pcph in 1-lane or 2-lane approaches.

두경부 IMRT 및 VMAT 시 체적 감소가 전산화치료계획에 미치는 영향 (The Effect of Volume Reduction on Computed Treatment Planning during Head and Neck IMRT and VMAT)

  • 엄기천;김가중;백금문
    • 대한방사선기술학회지:방사선기술과학
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    • 제46권3호
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    • pp.239-246
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    • 2023
  • In this study, we assessed the effect of reduction of tumor volume in the head and neck cancer by using RANDO phantom in Static Intensity-Modulated Radiation Therapy (S-IMRT) and Volumetric-Modulated Arc Therapy (VMAT) planning. RANDO phantom's body and protruding volumes were delineated by using Contour menu of Eclipse™ (Varian Medical System, Inc., Version 15.6, USA) treatment planning system. Inner margins of 2 mm to 10 mm from protruding volumes of the reference were applied to generate the parameters of reduced volume. In addition, target volume and Organ at Risk (OAR) volumes were delineated. S-IMRT plan and VMAT plan were designed in reference. These plans were assigned in the reduced volumes and dose was calculated in reduced volumes using preset Monitor unit (MU). Dose Volume Histogram (DVH) was generated to evaluate treatment planning. Conformity Index (CI) and R2 in reference S-IMRT were 0.983 and 0.015, respectively. There was no significant relationship between CI and the reduced volume. Homogeneity Index (HI) and R2 were 0.092 and 0.960, respectively. The HI increased when volume reduced. In reference VMAT, CI and R2 were 0.992 and 0.259, respectively. There was no relationship between the volume reduction and CI. On the other hand, HI and R2 were 0.078 and 0.895, respectively. The value of HI increased when the volume reduced. There was significant difference (p<0.05) between parameters (Dmean and Dmax) of normal organs of S-IMRT and VMAT except brain stem. Volume reduction affected the CI, HI and OAR dose. In the future, additional studies are necessary to incorporate the reduction of the volume in the clinical setting.

충청북도교육청 공동보존자료관 설립타당성에 관한 연구 (A Study on the Feasibility of Establishing a Joint Preservation Library for Chungcheongbuk-do Office of Education)

  • 노영희;곽승진;장인호;강봉숙
    • 한국비블리아학회지
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    • 제34권4호
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    • pp.55-75
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    • 2023
  • 본 연구에서는 충청북도 지역에 공동보존관 설립을 제안하고 있으며, 충청북도 각 도서관의 이용률이 저조한 자료를 공동보존자료관으로 이관 후 기존 공간의 효율성을 확보하고, 학교도서관의 교육과정의 적극적 지원을 도모하기 위하여 공동보존자료관 구축 타당성과 운영방법 등을 연구하고자 하였다. 이를 위해 문헌분석 방법과 현황조사, 그리고 실태조사 방법을 진행했다. 연구결과, 보존서고 공간 적정 수용 장서량 기준이 m2당 280권을 적용·산정했다. 즉, 공공도서관 초기 이관 장서는 45,580권, 학교도서관 이관 장서는 121,894권으로 산정하여 총 167,474권을 제안했다. 충청북도교육청 소속 공공도서관 및 학교도서관의 포화도에 따라 초기 장서량은 총 167,477권이며 매년 10% 증서를 기준으로 개관 이후 30년, 50년까지 측정한 것이다.

전립선암 환자의 방사선 치료 시 방광 체적 변화 (Bladder Volume Variations in Patients Receiving Conformal Radiotherapy to Prostate)

  • 이레나;이지혜;이경자;지영훈
    • Journal of Radiation Protection and Research
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    • 제33권2호
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    • pp.61-65
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    • 2008
  • 목 적: 전립선암 환자의 방사선 치료 시 전립선의 위치 변화 및 비뇨기계 부작용을 줄이기 위해 방광의 체적을 일정하게 유지하도록 한 후 초음파를 이용하여 방광의 체적 변화를 측정 하였다. 대상 및 방법: 2002년 12월부터 2007년 8월 까지 이대 목동병원에서 전립선 암으로 진단받고 근치적 목적의 방사선 치료를 받은 환자 26명을 대상으로 하였다. 13명의 실험군 환자는 방광의 체적을 일정하게 유지하기 위하여 모의조사, CT 스캔, 및 치료 1시간 전에 450 cc의 물을 마시도록 하였다. 나머지 13명의 대조군 환자에 대해서는 특별한 지시를 하지 않았다. 각 환자의 CT영상에서 방광의 체적을 측정하였다. 3차원 입체 조형 치료 계획이 설계되었고 처방선량 70.2 Gy 조사할 경우 방광과 직장의 유효체적을 계산 하였다. 실험군에 속해 있는 환자에 대해 방사선 치료 전 방광의 체적을 초음파를 이용하여 6-8주 간 매주 측정하였고 방광의 체적 변화를 분석하였다. 결과: CT상에서 측정 한 방광의 평균 체적 및 표준 오차는 실험군의 경우 $283.5{\pm}114.0\;cc$ (40%) 이고 대조군의 경우 $181.2{\pm}120.1\;cc$ (66%) 이다. 실험군의 경우 CT 상의 방광 체적과 CT scan 전에 획득한 초음파 영상상의 방광 체적은 통계적으로 유의하지 않으나 상관관계가 있는 것으로 보이고 초음파를 이용하여 측정한 방광의 체적은 CT상에서의 체적의 평균 62% 이다. 실험군에 있어서 초음파 시스템을 이용하여 주간 측정한 방광의 체적의 변화는 상당히 컸으며 최소 33%에서 최대 75%까지 변화 하였다. 결론: CT 스캔 전에 일정한 양의 물을 마시도록 지시한 실험군의 환자들의 경우 대조군대비 평균 방광의 체적을 크게 유지할 수 있었다. 그러나 일정한 양의 물을 마시도록 지시하더라도 6-8주간의 치료 기간 중에 방광의 체적을 일정히 유지 하는데는 어려움이 있었다.

내수면어종 소비시장 분석 (Estimating Volumes and Expenditures of Inland Water Fish Consumption)

  • 이희찬
    • 수산경영론집
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    • 제40권1호
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    • pp.75-96
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    • 2009
  • The objective of this research was to estimate the size of consumption market for inland water fishes. Volumes and expenditures of a total of sixteen fishes consumed in 2007 were estimated based on a module developed. Data were collected through sample surveys of 3,081 households and 291 restaurants dealing with inland water fishes. On the basis of the results, people consumed an estimated 39.5 thousand ton as a whole on inland water fishes. An average person consumed 5.961 times and 1.136kg per year. An annual expenditure of 1,609.7 billion won was estimated. The total was divided 1,450.1 billion won on fishes(90%) and 1,595 billion won on shellfishes(10%). A typical consumer spent 41,668 won on fishes and 4,584 won on shellfishes, averaging about 46,300 won overall. Water eel was top in volumes and expenditure, while mudfish in consumption frequency.

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I. C. 유형별 전환곡선식의 도출에 관한 연구 (A Study on Deriving The Diversion Curve of I.C.s)

  • 손진현;이용재
    • 대한교통학회지
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    • 제8권2호
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    • pp.77-97
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    • 1990
  • Compared to modal split, the methods of forecasting traffic volumes diverted in various types of I.C.s have not been sufficiently studied. The purpose of this study is to derive a new diversion function that can represent the directional traffic volume in accordance with various geometrics of I.C.s. In general, knowing various traffic impedances and the amount of traffic production and attraction, one can estimate proper traffic volumes associated with directions by using a well-defined diversion function. This function is usually made by a series of process such as surveying directional traffic volumes on several I.C.s, analyzing with a regression method and verifying those results by statistical approaches. The function has been developed by rigorous statistical testings, mainly a regression analysis. This paper presents an effective method in planning and designing new roads, I.C.s and route choice of subway. Finally, some comparisons and improvements and suggested when one uses different types of relevant models and functions.

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특징형상기반 다중해상도 모델링의 상세수준 결정기준에 관한 연구 (A Study on the Criteria of the Level-Of-Detail in Feature-based Multi-resolution Modeling)

  • 이상헌;이규열
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2005년도 춘계학술대회 논문집
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    • pp.828-831
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    • 2005
  • In feature-based multi-resolution modeling, the features are rearranged according to a criterion for the levels of detail (LOD) of multi-resolution models. In this paper, two different LOD criteria are investigated and discussed. The one is the volumes of subtractive features, together with the precedence of additive features over subtractive features. The other is the volumes of features, regardless of whether the feature types are subtractive or additive. In addition, the algorithms to define and extract the LOD models based on the criteria are also described. The criterion of the volumes of features can be used for a wide range of applications in CAD and CAE in virtue of its generality.

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소규모 농촌개발사업의 사회.경제 부문 환경영향평가 방안 연구 (A Study on the Social and Economic Aspects of Environmental Impact Assessment in Small Scale Rural Development Projects)

  • 홍찬선;임상봉
    • 농촌계획
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    • 제9권4호
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    • pp.9-18
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    • 2003
  • The objectives of the study are to improve techniques for social impact assessment and to suggest their measuring methods to apply in small scale rural development projects. Population, residence, industries, and traffic volumes were selected to measure the social and economic impact assessment of Seongeup agricultural water development project in Jeju Province. Existing data gathering methods were used to estimate the changes of population and traffic volumes. Interview schedule for villagers was applied to estimate the residents' satisfaction to living environments. Interview schedule for experts was applied to estimate agricultural productivity and land price. The results of social and economic impact assessment show that there will be considerable changes in living environments, agricultural productivity, and land price. On the contrary, the project will make little impacts on the changes of population, em-ployment, and traffic volumes.

An Analysis on Remediation of Soil Contaminted with Cobalt by Solvent Flushing

  • Kim, Gyenam;Kyungsuk Suh;Huijun Won;Joonbo Shim;Wonzin Oh
    • Nuclear Engineering and Technology
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    • 제32권4호
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    • pp.342-349
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    • 2000
  • A soil whose texture is silt loam was collected for the study from an area around a nuclear facility in Korea. The equilibrium sorption coefficient between Co$^{2+}$in water and the soil was 1.51/kg, on the other hand, that between Co$^{2+}$ in EDTA and the soil was 0.21/kg. The values calculated by the developed nonequilibrium sorption code corresponded to the experimental values better than those calculated by the existing equilibrium sorption code. When an EDTA solution was used as a solvent to decontaminate Co$^{2+}$ in the soil column, the relative Co$^{2+}$ concentrations of the effluent were higher at 2~10 pore volumes than those of the case using water. The soil in the column was decontaminated by 95.5% of the total amount of Co$^{2+}$ after being flushed with EDTA solution of 20 pore volumes.e volumes.

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