• 제목/요약/키워드: MR images

검색결과 803건 처리시간 0.025초

Segmentation of Scalp and Skull in brain MR Images Using CannyEdge Level Set Method

  • Du, Ruoyu;Lee, Hyo Jong
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2010년도 추계학술발표대회
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    • pp.668-671
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    • 2010
  • In this paper, we present a novel automatic algorithm for scalp and skull segmentation in T1-weighted head MR images. First, the scalp and skull part are constructed by using intensity threshold. Second, the scalp outer surface is extracted based on an active level set method. Third, the skull inner surface is extracted using a canny edge detection algorithm. Finally, the fast sweeping, tagging and level set methods are applied to reconstruct surfaces from the detected points in three-dimensional space. The results of the new segmentation algorithm on MRI data acquired from eight persons were compared with manual segmented data. The average similarity indices for the scalp and skull segmented regions were equal to 84.42% for the test data.

2 단계 결정트리 학습을 이용한 뇌 자기공명영상 분류 (Classification of Brain Magnetic Resonance Images using 2 Level Decision Tree Learning)

  • 김형일;김용욱
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제34권1호
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    • pp.18-29
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    • 2007
  • 본 논문에서는 뇌 자기공명영상을 분류하기 위하여 결정트리 알고리즘을 2 단계로 적용하는 영상 분류 시스템을 제안한다. 영상으로부터 얻을 수 있는 정보에는 두 종류가 있다. 하나는 크기, 색상, 질감, 윤곽선 등 영상으로부터 직접 얻을 수 있는 하위레벨 특징들이고, 다른 하나는 특정 객체의 존재 유무, 여러 부위 사이의 공간적 관계 등 분할된 영상들에 대한 해석을 통해서 얻을 수 있는 상위레벨 특징들이다. 의미에 따라 영상을 분류하기 위해서는 상위레벨 특징들을 기반으로 학습 및 분류가 수행되어야 한다. 제안하는 시스템에서는 결정트리 학습을 각각의 레벨에 개별적으로 적용하며, 하위레벨 분류 결과를 이용하여 상위레벨의 특징을 추출한다. 종양이 있는 뇌 자기공명영상 집합에 대하여 분류 실험을 수행하였으며, 몇 가지 실험 결과를 통해 제안된 시스템의 효과를 확인하였다.

진단용 자기공명영상장치의 삽입 코일에 관한 연구 (A Study on the Insertional Coil of MRI Device for Diagnosis)

  • 이용문;임근호;서대건;김왕곤;홍진웅
    • 한국전기전자재료학회:학술대회논문집
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    • 한국전기전자재료학회 2003년도 제5회 학술대회 논문집 일렉트렛트 및 응용기술연구회
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    • pp.33-37
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    • 2003
  • Endovaginal and endorectal receiver only surface coil were designed for MR imaging(MRI) and $^1H$ MR spectroscopy(MRS) for the uterine cervix and the prostate. The shape of endovaginal coil wire was rectangular with round comer. The shape of endorectal coil wire was long elliptic shape during insertion and circular shape after insertion. Conventional spin echo and fast spin echo sequences were used as T1 and T2 weighted imaging sequences, respectively. 3D volume localized in vivo $^1H$ MR spectroscopy of the human cervix and prostate was performed using PRESS or STEAM localization method. Using home-built endvaginal and endorectal coils, excellent T1 and T2 images were obtained to visualize early cervical and prostate tumors. 3D volume localized in vivo $^1H$ MRS was useful to differentiate the cancerous tissue from the normal tissue.

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MR Imaging and Histological Findings of Experimental Cerebral Fat Embolism in Cats

  • Park Byung-Rae;Ko Seong-Jin;Kim Hwa-Gon
    • 대한의생명과학회지
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    • 제10권3호
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    • pp.285-291
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    • 2004
  • To determine the magnetic resonance (MR) imaging findings and natural history of cerebral fat embolism in a cat model, and to correlate the MR imaging and histologic fmdings. Intemel carotid artery of 11 cats was injected with 0.1 ml of triolein. T2-weighted, T1-weighted and Gd-enhanced T1-weighted images were obtained serially for 2 hours, 1 days, 4 days, 1 week, 2 weeks and 3 weeks after embolization. Any abnormal signal intensity was evaluated. After MR imaging at 3 weeks, brain tissue was obtained for light microscopic (LM) examination using hematoxylin-eosin (HE) and Luxol fast blue staining, and for electron microscopic examination. The LM examination with HE staining revealed normal histological findings in the greater part of an embolized lesion. Cystic change was observed in the gray matter of 8 cats, while in the gray and white matter of 3 cats. At LM examination, Luxol fast blue, staining demonstrated demyelination around the cystic change occurring in the white matter, and EM examination of the embolized cortex revealed sporadic intracapillary fat vacuoles (n=11) and disruption of the blood-brain barrier (n=4). Most lesions were normal, however, and perivascular interstitial edema and cellular swelling were mild compared with the control side. The greater part of an embolized lesion showed reversible findings at MR and histological examination. Irreversible focal necrosis was, however, observed in gray and white matter at weeks 3.

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자기유변탄성체의 마찰제어적용 연구 (Application Study of Magneto-Rheological Elastomer to Friction Control)

  • 연성룡;이득원;이광희;이철희;김철현;조원오
    • Tribology and Lubricants
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    • 제28권3호
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    • pp.107-111
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    • 2012
  • In this study, application feasibility of Magneto-rheological elastomer to friction control is investigated to identify the reciprocating friction and wear performance in applied magnetic field. Friction and wear of MR elastomerare measured by reciprocating tester by controlling the magnetic field. In the case of applied magnetic field, the coefficient of friction increases as both load and velocity increase. For the case of no magnetic field, the value of coefficient of friction hardly changes during the test. The amount of destruction is measured through cross section images of MR elastomer after tests. The depths of destruction are compared for MR elastomer with or without magnetic field. The results show that the depth of destruction of MR elastomer with magnetic field is deeper than without magnetic field. Based on the obtained results, optimal braking and driving performance can be achieved by controlling the coefficient of friction of MR elastomer, which can be applied to various industrial applications such as driving systems of automobiles and robots.

Efficient Experimental Design for Measuring Magnetic Susceptibility of Arbitrarily Shaped Materials by MRI

  • Hwang, Seon-ha;Lee, Seung-Kyun
    • Investigative Magnetic Resonance Imaging
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    • 제22권3호
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    • pp.141-149
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    • 2018
  • Purpose: The purpose of this study is to develop a simple method to measure magnetic susceptibility of arbitrarily shaped materials through MR imaging and numerical modeling. Materials and Methods: Our 3D printed phantom consists of a lower compartment filled with a gel (gel part) and an upper compartment for placing a susceptibility object (object part). The $B_0$ maps of the gel with and without the object were reconstructed from phase images obtained in a 3T MRI scanner. Then, their difference was compared with a numerically modeled $B_0$ map based on the geometry of the object, obtained by a separate MRI scan of the object possibly immersed in an MR-visible liquid. The susceptibility of the object was determined by a least-squares fit. Results: A total of 18 solid and liquid samples were tested, with measured susceptibility values in the range of -12.6 to 28.28 ppm. To confirm accuracy of the method, independently obtained reference values were compared with measured susceptibility when possible. The comparison revealed that our method can determine susceptibility within approximately 5%, likely limited by the object shape modeling error. Conclusion: The proposed gel-phantom-based susceptibility measurement may be used to effectively measure magnetic susceptibility of MR-compatible samples with an arbitrary shape, and can enable development of various MR engineering parts as well as test biological tissue specimens.

Hepatic Cavernous Hemangioma in Cirrhotic Liver: Imaging Findings

  • Jeong-Sik Yu;Ki Whang Kim;Mi-Suk Park;Sang-Wook Yoon
    • Korean Journal of Radiology
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    • 제1권4호
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    • pp.185-190
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    • 2000
  • Objective: To document the imaging findings of hepatic cavernous hemangioma detected in cirrhotic liver. Materials and Methods: The imaging findings of 14 hepatic cavernous hemangiomas in ten patients with liver cirrhosis were retrospectively analyzed. A diagnosis of hepatic cavernous hemangioma was based on the findings of two or more of the following imaging studies: MR, including contrast-enhanced dynamic imaging (n = 10), dynamic CT (n = 4), hepatic arteriography (n = 9), and US (n = 10). Results: The mean size of the 14 hepatic hemangiomas was 0.9 (range, 0.5-1.5) cm in the longest dimension. In 11 of these (79%), contrast-enhanced dynamic CT and MR imaging showed rapid contrast enhancement of the entire lesion during the early phase, and hepatic arteriography revealed globular enhancement and rapid filling-in. On contrast-enhanced MR images, three lesions (21%) showed partial enhancement until the 5-min delayed phases. US indicated that while three slowly enhancing lesions were homogeneously hyperechoic, 9 (82%) of 11 showing rapid enhancement were not delineated. Conclusion: The majority of hepatic cavernous hemangiomas detected in cirrhotic liver are small in size, and in many, hepatic arteriography and/or contrast-enhanced dynamic CT and MR imaging demonstrates rapid enhancement. US, however, fails to distinguish a lesion of this kind from its cirrhotic background.

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MR Imaging of Congenital Heart Diseases in Adolescents and Adults

  • Yeon Hyeon Choe;I-Seok Kang;Seung Woo Park;Heung Jae Lee
    • Korean Journal of Radiology
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    • 제2권3호
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    • pp.121-131
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    • 2001
  • Echocardiography and catheterization angiography suffer certain limitations in the evaluation of congenital heart diseases in adults, though these are overcome by MRI, in which a wide field-of view, unlimited multiplanar imaging capability and three-dimensional contrast-enhanced MR angiography techniques are used. In adults, recently introduced fast imaging techniques provide cardiac MR images of sufficient quality and with less artifacts. Ventricular volume, ejection fraction, and vascular flow measurements, including pressure gradients and pulmonary-to-systemic flow ratio, can be calculated or obtained using fast cine MRI, phase-contrast MR flow-velocity mapping, and semiautomatic analysis software. MRI is superior to echocardiography in diagnosing partial anomalous pulmonary venous connection, unroofed coronary sinus, anomalies of the pulmonary arteries, aorta and systemic veins, complex heart diseases, and postsurgical sequelae. Biventricular function is reliably evaluated with cine MRI after repair of tetralogy of Fallot, and Senning's and Mustard's operations. MRI has an important and growing role in the morphologic and functional assessment of congenital heart diseases in adolescents and adults.

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