• 대한자기공명의과학회:학술대회논문집
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• 대한자기공명의과학회 2003년도 제8차 학술대회 초록집
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• pp.37-37
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• 2003

To assess the merits and demerits of postcontrast fat-suppressed (FS) brain MR imaging in children in the evaluation of various enhancing lesions, compared with postcontrast conventional or Magnetization Transfer (MT) imaging. 대상 및 방법： We reviewed patients with enhancing lesion on brain MR imaging who underwent both FS imaging and one of conventional or MT imaging as a postcontrast T1-weighted brain MR imaging. Inclusion criteria of our study were as follows： MR studies should be peformed within one-year interval and showed no significant interval change of imaging findings. Thirty-four patients (21 male, 13 female; mean age, 8 years) with 43 enhancing lesions (19 intra-axial, 19 extra-axial, and 5 orbital location) were included in this study, Twenty-one pairs of FS and conventional imaging, and 15 pairs of FS and MT imaging were available. Two radiologists visually assessed the lesion conspicuity and the presence of flow or susceptibility artifacts in a total of 36 pairs of MR imaging by consensus. For 21 measurable lesions (19 pairs of FS and conventional imaging, 5 pairs of FS and MR imaging), contrast ratio between the lesion and the normal brain( ［SIlesion-SIwater］/[SInormal brain-SIwater]) were calculated and compared.

• Journal of Korean Neurosurgical Society
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• 제47권3호
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• pp.203-209
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• 2010

Objective : The purpose of study was to evaluate the feasibility of brain magnetic resonance (MR) images of the rat obtained using a 1.5T MR machine in several blood-brain barrier (BBB) experiments. Methods : Male Sprague-Dawley rats were used. MR images were obtained using a clinical 1.5T MR machine. A microcatheter was introduced via the femoral artery to the carotid artery. Normal saline (group 1, n = 4), clotted autologous blood (group 2, n = 4), triolein emulsion (group 3, n = 4), and oleic acid emulsion (group 4, n = 4) were infused into the carotid artery through a microcatheter. Conventional and diffusion-weighted images, the apparent coefficient map, perfusion-weighted images, and contrast-enhanced MR images were obtained. Brain tissue was obtained and triphenyltetrazolium chloride (TTC) staining was performed in group 2. Fluorescein isothiocyanate (FITC)-labeled dextran images and endothelial barrier antigen (EBA) studies were performed in group 4. Results : The MR images in group 1 were of good quality. The MR images in group 2 revealed typical findings of acute cerebral infarction. Perfusion defects were noted on the perfusion-weighted images. The MR images in group 3 showed vasogenic edema and contrast enhancement, representing vascular damage. The rats in group 4 had vasogenic edema on the MR images and leakage of dextran on the FITC-labeled dextran image, representing increased vascular permeability. The immune reaction was decreased on the EBA study. Conclusion : Clinical 1.5T MR images using a rat depicted many informative results in the present study. These results can be used in further researches of the BBB using combined clinical MR machines and immunohistochemical examinations.

• Korean Journal of Radiology
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• 제2권4호
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• pp.239-242
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• 2001

Nonketotic hyperglycinemia (NKH) is a rare metabolic brain disease caused by deficient activity of the glycine cleveage system. Localized proton MR spectroscopy (echo-time 166 msec), performed in an infant with the typical clinical and biochemical features of neonatal NKH, showed a markedly increased peak intensity at 3.55 ppm, which was assigned to glycine. Serial proton MR spectrosocpic studies indicated that glycine/choline and glycine/total creatine ratios correlated closely with the patient's clinical course. Proton MR spectroscopy was useful for the non-invasive detection and monitoring of cerebral glycine levels in this infant with NKH.

• 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.

• Journal of Korean Neurosurgical Society
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• 제43권6호
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• pp.275-280
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• 2008

Objective : In order to assess the incidence of thromboembolic events and their clinical presentations, the present study prospectively examined routine brain magnetic resonance images (MRI) taken within 48 hours after a coil embolization of cerebral aneurysms. Methods : From January 2006 to January 2008, 163 cases of coil embolization of cerebral aneurysm were performed along with routine brain MRI, including diffusion-weighted magnetic resonance (DW-MR) imaging, within 48 hours after the embolization of the aneurysm to detect the silent thromboembolic events regardless of any neurological changes. If any neurological changes were observed, an immediate brain MRI follow-up was performed. High-signal-intensity lesions in the DW-MR images were considered as acute thromboembolic events and the number and locations of the lesions were also recorded. Results : Among the 163 coil embolization cases, 98(60.1%) showed high-signal intensities in the DW-MR imaging follow-up, 66 cases (67.0%) involved the eloquent area and only 6cases (6.0%) showed focal neurological symptoms correlated to the DW-MR findings. The incidence of DW-MR lesions was higher in older patients (${\geq}60$ yrs) when compared to younger patients (<60 yrs) (p=0.002, odd's ratio=1.043). The older patients also showed a higher incidence of abnormal DW-MR signals in aneurysm-unrelated lesions (p=0.0003, odd's ratio=5.078). Conclusion : The incidence of symptomatic thromboembolic attacks after coil embolization of the cerebral aneurysm was found to be lower than that reported in previous studies. While DW-MR imaging revealed a higher number of thromboembolic events, most of these were clinically silent and transient and showed favorable clinical outcomes. However, the incidence of DW-MR abnormalities was higher in older patients, along with unpredictable thromboembolic events on DW-MR images. Thus, in order to provide adequate and timely treatment and to minimize neurological sequelae, a routine DW-MR follow-up after coil embolization of cerebral aneurysms might be helpful, especially in older patients.

• Investigative Magnetic Resonance Imaging
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• 제10권1호
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• pp.8-15
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• 2006

목적 : 저산소성 뇌손상의 자기공명영상(MR) 소견을 유병기간 및 예후와 연관 지어 알아보고자 하였다. 대상 및 방법 : 임상적으로 저산소성 뇌손상으로 진단된 환자 18명의 19예의 MR을 대상으로 분석하였다. MR은 저산소증 발생 후 1일에서 20일(평균 8.6일)사이에 시행되었으며, 대상환자의 T1 및 T2 강조영상에서 비정상 고신호강도 병변의 위치, 뇌부종의 동반 유무 및 시간경과와 예후에 따른 병변의 양상을 분석하였다. 결과 : 전체 19예의 MR영상에서, T2 강조영상에서의 고신호강도 병변은 기저핵(15예, 78.9%), 뇌피질(13예, 68.4%), 뇌백질(9예, 47.4%), 시상(6예, 31.6%), 소뇌(4예, 21.1%), 뇌간(1예, 5.3%)의 순으로 관찰되었다. 뇌피질의 병변은 모든 경우 심부회색질에도 이상소견을 동반 하였으며 양측성, 미만성의 병변을 보였고, 뇌피질 대부분 또는 두정 후두엽에 국한되어 나타났다. 뇌피질 및 심부회색질의 T2 강조영상에서의 고신호는 급성기(6일이내)부터 아급성기(6일이후)에 걸쳐 1예를 제외한 전 예에서 다양한 정도로 있었다. 뇌간이나 소뇌의 침범은 비교적 드물었고 모두 뇌피질의 병변이 동반되어 관찰되었다. 뇌백질의 병변도 대부분 아급성기에 뇌피질과 심부회색질의 병변이 있을 때 발생했지만 양측성 분수경계역 뇌경색의 소견으로 단독 침범한 경우도 1예 있었다. T1 강조영상에서의 고신호강도 병변은 뇌피질 및 심부회색질에 주로 아급성기에 관찰되었으나, 급성기에도 일부 관찰되었다. 뇌부종은 11예에서 급성기, 아급성기에 걸쳐 관찰되었다. 의식이 회복된 환자의 MR에서 뇌피질의 침범이나 뇌부종의 빈도가 적었다. 결론 : 저산소성 뇌손상의 MR소견은 다양하지만, 거의 대부분 뇌피질과 심부 뇌회색질을 침범하는 양측성 미만성의 병변으로 나타났다. 뇌백질의 병변은 아급성기 이후에 주로 나타나나 급성기의 혹은 단독의 병변으로도 나타날 수 있다. 뇌피질의 침범정도가 경미하거나 뇌부종이 미약한 경우 예후가 좋았다.

• Journal of Multimedia Information System
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• 제8권2호
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• pp.79-84
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• 2021

Detecting brain tumors of different sizes is a challenging task. This study aimed to identify brain tumors using detection algorithms. Most studies in this area use segmentation; however, we utilized detection owing to its advantages. Data were obtained from 64 patients and 11,200 MR images. The deep learning model used was RetinaNet, which is based on ResNet152. The model learned three different types of pre-processing images: normal, general histogram equalization, and contrast-limited adaptive histogram equalization (CLAHE). The three types of images were compared to determine the pre-processing technique that exhibits the best performance in the deep learning algorithms. During pre-processing, we converted the MR images from DICOM to JPG format. Additionally, we regulated the window level and width. The model compared the pre-processed images to determine which images showed adequate performance; CLAHE showed the best performance, with a sensitivity of 81.79%. The RetinaNet model for detecting brain tumors through deep learning algorithms demonstrated satisfactory performance in finding lesions. In future, we plan to develop a new model for improving the detection performance using well-processed data. This study lays the groundwork for future detection technologies that can help doctors find lesions more easily in clinical tasks.

• 한국의학물리학회:학술대회논문집
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• 한국의학물리학회 2002년도 Proceedings
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• pp.322-323
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• 2002

Partial volume averaging effect of PET data influences on the accuracy of quantitative measurements of regional brain metabolism because spatial resolution of PET is limited. The purpose of this study was to evaluate the accuracy of partial volume correction carried out on $^{18}$ F-PET images using Hoffman brain phantom. $^{18}$ F-PET Hoffman phantom images were co-registered to MR slices of the same phantom. All the MR slices of the phantom were then segmented to be binary images. Each of these binary images was convolved in 2 dimensions with the spatial resolution of the PET. The original PET images were then divided by the smoothed binary images in slice-by-slice, voxel-by-voxel basis resulting in larger PET image volume in size. This enlarged partial volume corrected PET image volume was multiplied by original binary image volume to exclude extracortical region. The evaluation of partial volume corrected PET image volume was performed by region of interests (ROI) analysis applying ROIs, which were drawn on cortical regions of the original MR image slices, to corrected and original PET image volume. From the ROI analysis, range of regional mean values increases of partial volume corrected PET images was 4 to 14%, and average increase for all the ROIs was about 10% in this phantom study. Hoffman brain phantom study was useful for the objective evaluation of the partial volume correction method. This MR-based correction method would be applicable to patients in the. quantitative analysis of FDG-PET studies.

• 대한의용생체공학회:의공학회지
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• 제25권1호
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• pp.33-41
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• 2004

다양한 의학 영상장비로부터 획득된 영상들간의 정합의 정확성은 방사선치료계획에서 매우 중요한 쟁점 중의 하나이다. 본 연구에서는 수제작된 뇌팬톰(brain phantom)을 이용한 영상정합의 정확성 평가방법을 연구하였다. 다중영상정합을 위해 CT-MR, CT-SPECT간의 Chamfer 정합(Chamfer matching)법을 적용하였다 영상정합의 정회성은 팬톰 내에 삽입된 표적(target)들의 중심정의 비교를 통하여 평가되었다. CT-MR, CT-SPECT간의 삼차원 제곱근평균제곱(root-mean-square) 이동편차는 각각 2.1$\pm$0.8 mm와 2.8$\pm$1.4 mm이었다. 회전편차는 세 직교좌표축에서 2$^{\circ}$이내였다. 이 오차들은 기존의 팬톰연구와 비교하여 합리적인 오차 허용범위 내에 들었다. 중첩한 CT-MR, CT-SPECT영상의 육안검증 또한 좋은 정합 결과를 보였다.

• 대한핵의학회지
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• 제37권1호
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• pp.63-72
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• 2003

Functional MRI (fMRI) provides an indirect mapping of cerebral activity, based on the detection of the local blood flow and oxygenation changes following neuronal activity (Blood Oxygenation Level Dependent). fMRI allows us to study noninvasively the normal and pathological aspects of functional cortical organization. Each fMRI study compares two different states of activity. Echo-Planar Imaging is the technique that makes it possible to study the whole brain at a rapid pace. Activation maps are calculated from a statistical analysis of the local signal changes. fMRI is now becoming an essential tool in the neurofunctional evaluation of normal volunteers and many neurological patients as well as the reference method to image normal or pathologic functional brain organization.