• 제목/요약/키워드: MR Images

검색결과 804건 처리시간 0.026초

A Variational Model For Longitudinal Brain Tissue Segmentation

  • Tang, Mingjun;Chen, Renwen;You, Zijuan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제16권11호
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    • pp.3479-3492
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    • 2022
  • Longitudinal quantification of brain changes due to development, aging or disease plays an important role in the filed of personalized-medicine applications. However, due to the temporal variability in shape and different imaging equipment and parameters, estimating anatomical changes in longitudinal studies is significantly challenging. In this paper, a longitudinal Magnetic Resonance(MR) brain image segmentation algorithm proposed by combining intensity information and anisotropic smoothness term which contain a spatial smoothness constraint and longitudinal consistent constraint into a variational framework. The minimization of the proposed energy functional is strictly and effectively derived from a fast optimization algorithm. A large number of experimental results show that the proposed method can guarantee segmentation accuracy and longitudinal consistency in both simulated and real longitudinal MR brain images for analysis of anatomical changes over time.

슬관절 연골 연화증의 진단에서의 Dual Echo in Steady State (DESS) 영상의 유용성 : 급속 스핀에코 자기공명 영상과 비교 (Usefulness of Dual-Echo in Steady State (DESS) Image in Chondromalacia of Knee Joint: Comparison of DESS and Turbo Spin-Echo MR Images)

  • 윤삼현;하두회
    • Investigative Magnetic Resonance Imaging
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    • 제3권1호
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    • pp.66-72
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    • 1999
  • 목적: 급속 스핀 에코 MR영상과 Dual Echo in Steady State(DESS) 영상을 비교하여 슬관절 연골 연화증의 병소 발견에 있어서 DESS 영상의 유용성을 알아 보고자 하였다. 대상 및 방법: 1997년 1월부터 1998년 7월까지 관절경 수술과 자기 공명 영상을 시해안 환자중 수술 소견에서 슬관절의 연골 연화가 있었던 26명(남:여=14:12, 평균 46.3세)을 대상으로 하였다. 1.5 T 자기 공명 장치를 사용하였고, 급속 스핀 에코 양자 밀도와 T2 강조영상의 게측 게수로써 TR/TE 3000-4200/16-96msec, FOV $140-160{\times}150-160$, matrix size $180{\times}256$, 절편 두께 4.0mm, 절편 간격은 0.5mm로 하였으며, DESS 영상의 계측계수로써 TR/TE 25.4/9.0msec, filp angle $35-35^{\circ}$, FOV $150-160{\times}150-160mm$, matrix size $192{\times}256$, 효과적 절편 두께 1.5mm로 하였으며, DESS 영상은 시상단면을, 양자 밀도 강조 영상과 T2 강조영상은 시상 단면과 관상 단면을 얻어 비교하였다. 영상의 분석은 2명의 방사선과 의사가 합의하여 후향적으로 분석하였고, 슬개-대퇴 구획, 슬관절의 내측, 외측 구획으로 나누었으며, 자기 공명 영상과 관절경 소견의 등급은 0: 정상, I: 연화 또는 수포, II: 표층 균열, III: 심층 균열, IV: 전층 균열 또는 골노출로 나누었고, 각각의 민감도, 특이도, 그리고 정확도를 구하였다. 결과: 관절경 소견상 I등급 7예, II등급 21예, III등급 6예, IV등급은 18예 였으며, 급속 스핀 에코 자기공명 영상에서의 관절경 소견과 구획과 등급이 일치했던 경우는 등급별로 0%, 14%, 0%, 61%로 나타났으며, DESS 영상에서는 각각 0%, 33%, 50%, 67% 이었다(p=0.001). 또한 각 부위에서 등급을 고려하지 않은 경우, 고식적 자기공명 영상에서의 민감도, 특이도, 그리고 정확도는 59.6%, 88.6%, 78.8% 였으며, DESS 영상에서는 73.1%, 88.4%, 82.2%로 나타났다(p=0.007). 결론: 슬관절의 연골 연화증의 진단에 있어서 DESS 영상이 급속 스핀 에코 자기공명영상보다 높은 발견율과 민감도를 보였다. 그러므로 급속 스핀 에코 MR 영상과 더불어 DESS 영상이 슬관절 연골연화즈의 진단에 보다 더 도움을 줄 것으로 생각한다.

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3T 능동차페형 전신 자기공명영상 장비로부터 얻어진 고해상도 자기공명영상 (High Resolution MR Images from 3T Active-Shield Whole-Body MRI System)

  • Bo-Young Choe;Sei-Kwon Kang;Myoung-Ja Chu;Hyun-Man Baik;Euy-Neyng Kim
    • Investigative Magnetic Resonance Imaging
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    • 제5권2호
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    • pp.138-148
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    • 2001
  • 목적 : 임상적용 가능시간 내에 세계 최초의 3T 능동차폐형 자석을 장착한 전신용 자기공명영상장비를 이용하여 고해상도의 자기공영영상을 획득하였다. 대상 및 방법: 128 MHz의 공명주파수를 갖는 RF코일을 사용하여 정상인으로부터 스핀에코와 고속 스핀에코 펄스 시퀀스를 적용한 두뇌, 무릎, 발 및 손목영상 등을 획득하였다. 전형적인 펄스시퀀스의 매개변수는 $512{\times}512$ matrix, 20 cm FOV, 3 mm 절편두께, 1 NEX를 사용하였다. 특히 T1 강조영상을 위하여 TR=500 ms, TE=10 혹은 17.4 ms을 사용하였으며, T2 강도영상을 위하여 TR=4000 ms, TE=108 ms을 사용하였다. 결과: 3T의 신호대잡음비는 기존 병원에 설치된 1.57에 비하여 2.7배 정도 향상되었다. 3T자기공명영상은 매우 미세한 혈관 구조물을 표출하는데 도움을 주며, 또한 백질과 회질의 상당한 대조도를 제공하여 주었다. 결론: 본 연구결과에서 37로부터 얻은 자기공명영상은 기존 1.57 영상에서 얻은 영상에 비하여 더 높은 해상도와 민감도를 제공하여 주었다 3T 고자장 자기공명영상에 나타난 증가된 신호대잡음비는 생체 조직단위의 영상을 획득하는데 유용하였다. 이러한 고해상도의 자기공명영상은 비침습적인 방법으로서 미세조직의 이상유무를 진단하는데 있어서 향후 더욱 임상에 도움을 주리라 예상한다.

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MR조영제와 분자영상 (MR Contrast Agents and Molecular Imaging)

  • 문우경
    • 대한핵의학회지
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    • 제38권2호
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    • pp.205-208
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    • 2004
  • The two major classes of magnetic resonance (MR) contrast agents are paramagnetic contrast agents, usually based on chelates of gadolinium generating T1 positive signal enhancement, and super-paramagnetic contrast agents that use mono- or polycrystalline iron oxide to generate strong T2 negative contrast in MR images. These paramagnetic or super-paramagnetic complexes are used to develop new contrast agents that can target the specific molecular marker of the cells or tan be activated to report on the physiological status or metabolic activity of biological systems. In molecular imaging science, MR imaging has emerged as a leading technique because it provides high-resolution three-dimension maps of the living subject. The future of molecular MR imaging is promising as advancements in hardware, contrast agents, and image acquisition methods coalesce to bring high resolution in vivo imaging to the biochemical sciences and to patient care.

위암의 역동적 자기공명영상: 조영증강 전 후 영상의 비교 (Dynamic MR Imaging in Gastric Cancer : Comparison Between Precontrast and Postcontrast Images)

  • 홍성환;한준구;장기현;최병인
    • Investigative Magnetic Resonance Imaging
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    • 제1권1호
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    • pp.130-134
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    • 1997
  • 목적: 역동적 자기공명영상에서 위암의 조영증강양상을 분석하여, 병변의 평가에 조영증강검사의 필요성을 규명하고자 하였다. 대상 및 방법: 병리조직학적으로 증명된 12명의 환자를 대상으로 하였다. 1.0T 자기공명영상장치를 이용하였고, FLASH T1 강조영상기법으로 조영제 주입전, 30초 후, 60초 후, 90초 후에 각각 횡단스캔을 얻었다. 검사 전 환자에게 1리터의 물을 마시게 하였고 장진경제인 Buscopan을 근육주사 하였다. 각 시기에서 병변의 신호 대 잡음비를 측정하였고, 병변과 췌장, 병변과 위장내 물과의 신호차이 대 잡음비를 측정하였다. 또한 각 시기의 영상에서 병변의 두으러짐을 0-3등급으로 나누어 두 명의 방사선과 의사가 합의하에 평가하였다. 결과: 병변의 신호 대 잡음비는 조영증강 전, 조영증강 후 30초, 60초, 90초의 시간경과에 따라 점차 증가하였다(38.7,42.5,57.4,65.7). 병변과 췌장과의 신호차이 대 잡음비는 10.5, 9.33, 9.99, 10.66으로 유의하게 증가하였다. 병변과 위장내 물과의 신호차이 대 잡음비도 1.24, 25.01, 39.30, 45.89로 유의하게 증가하였다. 그러나 정성적 분석에서는 조영 전 영상이 조영 후 영상에 비하여 병변의 두드러짐이 컸다(평균등급:2.8, 1.8, 1.6, 1.5). 병변의 신호강도는 조영증강 후 90초 지연영상에서 가장 높은 신호강도를 보여 병변의 위강쪽은 뚜렷하게 보였다. 그러나 병변과 위 주위 지방조직의 신호강도 차이가 줄어들어 전체적으로는 조영증강 전 영상에서 조영증강 후 영상보다 병변이 분명하게 보였다. 결론: 위암의 역동적 자기공명영상의 조영 전 영상에서 조영 후 영상보다 병변이 분명하게 보이므로 조영증강은 필요 없다고 생각된다.

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Quantitative Feasibility Evaluation of 11C-Methionine Positron Emission Tomography Images in Gamma Knife Radiosurgery : Phantom-Based Study and Clinical Application

  • Lim, Sa-Hoe;Jung, Tae-Young;Jung, Shin;Kim, In-Young;Moon, Kyung-Sub;Kwon, Seong-Young;Jang, Woo-Youl
    • Journal of Korean Neurosurgical Society
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    • 제62권4호
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    • pp.476-486
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    • 2019
  • Objective : The functional information of $^{11}C$-methionine positron emission tomography (MET-PET) images can be applied for Gamma knife radiosurgery (GKR) and its image quality may affect defining the tumor. This study conducted the phantom-based evaluation for geometric accuracy and functional characteristic of diagnostic MET-PET image co-registered with stereotactic image in Leksell $GammaPlan^{(R)}$ (LGP) and also investigated clinical application of these images in metastatic brain tumors. Methods : Two types of cylindrical acrylic phantoms fabricated in-house were used for this study : the phantom with an array-shaped axial rod insert and the phantom with different sized tube indicators. The phantoms were mounted on the stereotactic frame and scanned using computed tomography (CT), magnetic resonance imaging (MRI), and PET system. Three-dimensional coordinate values on co-registered MET-PET images were compared with those on stereotactic CT image in LGP. MET uptake values of different sized indicators inside phantom were evaluated. We also evaluated the CT and MRI co-registered stereotactic MET-PET images with MR-enhancing volume and PET-metabolic tumor volume (MTV) in 14 metastatic brain tumors. Results : Imaging distortion of MET-PET was maintained stable at less than approximately 3% on mean value. There was no statistical difference in the geometric accuracy according to co-registered reference stereotactic images. In functional characteristic study for MET-PET image, the indicator on the lateral side of the phantom exhibited higher uptake than that on the medial side. This effect decreased as the size of the object increased. In 14 metastatic tumors, the median matching percentage between MR-enhancing volume and PET-MTV was 36.8% on PET/MR fusion images and 39.9% on PET/CT fusion images. Conclusion : The geometric accuracy of the diagnostic MET-PET co-registered with stereotactic MR in LGP is acceptable on phantom-based study. However, the MET-PET images could the limitations in providing exact stereotactic information in clinical study.

Magnetic resonance imaging and spectroscopic analysis in 5 cases of Pelizaeus-Merzbacher disease: metabolic abnormalities as diagnostic tools

  • Lee, Eun;Yum, Mi-Sun;Choi, Hae-Won;Yoo, Han-Wook;You, Su Jeong;Lee, Eun-Hye;Ko, Tae-Sung
    • Clinical and Experimental Pediatrics
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    • 제55권10호
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    • pp.397-402
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    • 2012
  • Pelizaeus-Merzbacher disease (PMD) is a rare, X-linked recessive disorder characterized by dysmyelination in the central nervous system. PMD results from deletion, mutation, or duplication of the proteolipid protein gene (PLP1) located at Xq22, leading to the failure of axon myelination by oligodendrocytes in the central nervous system. PMD may be suspected when there are clinical manifestations such as nystagmus, developmental delays, and spasticity, and genetic analysis can confirm the diagnosis. Further diagnostic manifestations of the disease include a lack of myelination on brain magnetic resonance (MR) imaging and aberrant N-acetyl aspartate (NAA) and choline concentrations that reflect axonal and myelination abnormalities on phroton MR spectroscopy. We report 5 cases of PMD (in 1 girl and 4 boys). PLP1 duplication was detected in 2 patients. Brain MR analyses and MR spectroscopy were performed for all the patients. The brain MR images showed white matter abnormalities typical of PMD, and the MR spectroscopic images showed diverse patterns of NAA, creatinine, and choline concentrations. We propose that MR spectroscopic analysis of metabolic alterations can aid the PMD diagnosis and can contribute to a better understanding of the pathogenesis of the disease.

MR Imaging-Histopathologic Correlation of Radiofrequency Thermal Ablation Lesion in a Rabbit Liver Model: Observation during Acute and Chronic Stages

  • Jong Deok Lee;Jeong Min Lee;Sang Won Kim;Chong Soo Kim;Woo Sung Mun
    • Korean Journal of Radiology
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    • 제2권3호
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    • pp.151-158
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    • 2001
  • Objective: To determine the ability of MR imaging to detect the pathological changes occurring in radiofrequency (RF) thermal lesions and to assess its accuracy in revealing the extent of tissue necrosis. Materials and Methods: Using an RF electrode, thermal lesions were created in the livers of 18 rabbits. The procedure involved three phases. In the acute phase, six animals were killed the day after performing thermal ablation with RF energy, and two on day 3. In the subacute and chronic phases, eight rabbits underwent percutaneous hepatic RF ablation. After performing MR imaging, two animals were sacrificed at 1, 2, 4, and 7 weeks after the procedure, and MRpathologic correlation was performed. Results: In the acute phase, the thermal ablation lesions appeared at gross examination as well-circumscribed, necrotic areas, representing early change in the coagulative necrosis seen at microscopic examination. They were hypointense on T2-weighted images, and hyperintense on T1-weighted images. Gadolinium-enhanced MR imaging showed that a thin hyperemic rim surrounded the central coagulative necrosis. In the subacute phase, ablated lesions also showed extensive coagulative necrosis and marked inflammation at microscopic examination. Beyond two weeks, the lesions showed gradual resorption of the necrotic area, with a peripheral fibrovascular rim. The size of lesions measured by MR imaging correlated well with the findings at gross pathologic examination. Conclusion: MR imaging effectively demonstrates the histopathological tissue change occurring after thermal ablation, and accurately determines the extent of the target area.

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흉부질환의 자기공명영상 (Magnetic Resonance Imaging in Thoracic Disease)

  • 송군식
    • Tuberculosis and Respiratory Diseases
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    • 제40권4호
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    • pp.345-352
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    • 1993
  • The role of magnetic resonance(MR) imaging in the evaluation of thoracic disease has been limited Nontheless, MR has inherent properties of better contrast resolution than CT allowing tissue-specific diagnosis. MR has capability of direct imaging in sagittal, coronal, and oblique planes which provide better anatomic information than axial images of CT such as lesions in the pulmonary apex, aorticopulmonary window, peridiaphragmatic region, and subcarinal region. MR is sensitive to blood flow making it an ideal imaging modality for the evaluation of cardiovascular system of the thorax without the need for intravenous contrast media. Technical developments and better control of motion artifacts have resulted in improved image quality, and clinical applications of MR imaging in thoracic diseases have been expanded. Although MR imaging is considered as a problem-solving tool in patients with equivocal CT findings, MR should be used as the primary imaging modality in the following situations: 1) Evaluation of the cardiovascular abnormalities of the thorax 2) Evaluation of the superior sulcus tumors 3) Evaluation of the chest wall invasion or mediastinal invasion by tumor 4) Evaluation of the posterior mediastinal mass, especially neurogenic tumor 5) Differentiation of fibrosis and residual or recurrent tumor, especially in lymphoma 6) Evaluation of brachial plexopathy With technical developments and fast scan capabilities, clinical indications for MR imaging in thorax will increase in the area of pulmonary parenchymal and pulmonary vascular imaging.

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A Comparative Study of Alzheimer's Disease Classification using Multiple Transfer Learning Models

  • Prakash, Deekshitha;Madusanka, Nuwan;Bhattacharjee, Subrata;Park, Hyeon-Gyun;Kim, Cho-Hee;Choi, Heung-Kook
    • Journal of Multimedia Information System
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    • 제6권4호
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    • pp.209-216
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    • 2019
  • Over the past decade, researchers were able to solve complex medical problems as well as acquire deeper understanding of entire issue due to the availability of machine learning techniques, particularly predictive algorithms and automatic recognition of patterns in medical imaging. In this study, a technique called transfer learning has been utilized to classify Magnetic Resonance (MR) images by a pre-trained Convolutional Neural Network (CNN). Rather than training an entire model from scratch, transfer learning approach uses the CNN model by fine-tuning them, to classify MR images into Alzheimer's disease (AD), mild cognitive impairment (MCI) and normal control (NC). The performance of this method has been evaluated over Alzheimer's Disease Neuroimaging (ADNI) dataset by changing the learning rate of the model. Moreover, in this study, in order to demonstrate the transfer learning approach we utilize different pre-trained deep learning models such as GoogLeNet, VGG-16, AlexNet and ResNet-18, and compare their efficiency to classify AD. The overall classification accuracy resulted by GoogLeNet for training and testing was 99.84% and 98.25% respectively, which was exceptionally more than other models training and testing accuracies.