• KSII Transactions on Internet and Information Systems (TIIS)
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• 제12권9호
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• pp.4336-4354
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• 2018

Fuzzy C-means (FCM) algorithm is a most usually technique for medical image segmentation. But conventional FCM fails to perform well enough on magnetic resonance imaging (MRI) data with the noise and intensity inhomogeneity (IIH). In the paper, we propose a Gamma correction conditional FCM algorithm with spatial information (GcsFCM) to solve this problem. Firstly, the pre-processing, Gamma correction, is introduced to enhance the details of images. Secondly, the spatial information is introduced to reduce the effect of noise. Then we introduce the effective neighborhood mechanism into the local space information to improve the robustness for the noise and inhomogeneity. And the mechanism describes the degree of participation in generating local membership values and building clusters. Finally, the adjustment mechanism and the spatial information are combined into the weighted membership function. Experimental results on four image volumes with noise and IIH indicate that the proposed GcsFCM algorithm is more effective and robust to noise and IIH than the FCM, sFCM and csFCM algorithms.

• 한국임상수의학회지
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• 제34권2호
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• pp.94-97
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• 2017

A 10-year-old male Schnauzer dog presented with a 1-week history of ataxia, right-sided hemiparesis, and right-sided head tilt. On the basis of magnetic resonance imaging (MRI) with neurological examination and cerebrospinal fluid analysis results, a primary brain tumor was suspected. Therapy with imatinib mesylate plus hydroxyurea for 7 weeks was not effective and clinical signs worsened. Chemotherapy was then changed to lomustine plus hydroxyurea. Although the existing clinical signs continued, they did not deteriorate. No change in mass size was observed in subsequent MRI. The subject suddenly died from dyspnea 388 days after initial presentation. In this case, choroid plexus papilloma was definitively diagnosed based on histopathological findings.

• Journal of Korean Neurosurgical Society
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• 제54권6호
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• pp.467-476
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• 2013

Objective : This study aimed to evaluate the hypotheses that administration routes [intra-arterial (IA) vs. intravenous (IV)] affect the early stage migration of transplanted human bone marrow-derived mesenchymal stem cells (hBM-MSCs) in acute brain infarction. Methods : Male Sprague-Dawley rats (n=40) were subjected to photothrombotic infarction. Three days after photothrombotic infarction, rats were randomly allocated to one of four experimental groups [IA group : n=12, IV group : n=12, superparamagnetic iron oxide (SPIO) group : n=8, control group : n=8]. All groups were subdivided into 1, 6, 24, and 48 hours groups according to time point of sacrifice. Magnetic resonance imaging (MRI) consisting of T2 weighted image (T2WI), $T2^*$ weighted image ($T2^*WI$), susceptibility weighted image (SWI), and diffusion weighted image of rat brain were obtained prior to and at 1, 6, 24, and 48 hours post-implantation. After final MRI, rats were sacrificed and grafted cells were analyzed in brain and lung specimen using Prussian blue and immunohistochemical staining. Results : Grafted cells appeared as dark signal intensity regions at the peri-lesional zone. In IA group, dark signals in peri-lesional zone were more prominent compared with IV group. SWI showed largest dark signal followed by $T2^*WI$ and T2WI in both IA and IV groups. On Prussian blue staining, IA administration showed substantially increased migration and a large number of transplanted hBM-MSCs in the target brain than IV administration. The Prussian blue-positive cells were not detected in SPIO and control groups. Conclusion : In a rat photothrombotic model of ischemic stroke, selective IA administration of human mesenchymal stem cells is more effective than IV administration. MRI and histological analyses revealed the time course of cell migration, and the numbers and distribution of hBM-MSCs delivered into the brain.

• 한국방사선학회논문지
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• 제14권5호
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• pp.585-595
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• 2020

자기 공명 영상(MRI)은 인간의 신경계 장애에서 뇌 구조의 변화를 검사하는 중요한 기술이다. 뇌 발달은 매우 복잡한 과정이며, 신경 생성과 유전자 프로그램의 영향을 받게 된다. 나이가 들어감에 따라 뇌의 다양한 구조 영역이 변화하면서 뇌 질환 형성에 기여하게 되며, 건강한 뇌의 발달에 영향을 미치는 다양한 변수 중 성별은 가장 큰 영향을 주는 요인 중 하나이다. 영상 데이터는 FSL(FMRIB software library)에서 제공하는 SIENAX, FIRST, 정점분석(Vertex Analysis)과 같은 다양한 프로그램을 통해 분석이 수행되었다. 우리의 결과는 특정 연령대의 피질하부영역에서 유의한 성별 관련 차이가 관찰되었음을 보여주고 있다. 성별과 볼륨간의 이러한 변화 정도 차이의 크기는 조사 된 영역에 따라 다르게 나타나고 있다. 이 연구에서 우리는 각 성별간 피질하부영역의 구조 분석을 위해 고해상도 3T MRI를 사용하였다. 또한, 정점 분석은 각 성별간의 피질 구조에서 체적 차이를 시각화하는데 사용되었다. 이 연구는 70대 그룹으로 제한되어 있으며, 향후 더 넓은 연령대를 대상으로 추가 연구가 필요하다.

• Journal of Magnetics
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• 제17권2호
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• pp.158-162
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• 2012

Although 3.0T magnetic resonance imaging (MRI) has the advantages of a higher signal to noise ratio (SNR) and contrast than 1.5T MRI, there are limitations on the contrast between white and grey matter because of the long T1 recovery time when T1 images are obtained using the Spin Echo Technique. To overcome this, T1 weighted images are obtained occasionally using the inversion recovery (IR) technique, which employs a relatively long TR. The aim of this study was to determine the optimal TI in a brain examination when a T1 weighted image is obtained using the IR technique. Eight participants (male: 7, female: 1, average age: $34{\pm}14.11$) with a normal diagnosis were targeted from February 18, 2012 to February 27, 2012, and the contrast between white and grey matter as well as the contrast to noise ratio (CNRs) in each participant were measured. The CNRs of white matter and grey matter were highest at TI = 600, 650, 750, 900, 1050 and 1100 ms when the TR was 1100, 1400, 1700, 2000, 2300 and 2600 ms, respectively. Therefore, as the TIs were $44.425{\pm}0.877%$ of the TRs in the TR range of 1400-2300 ms, the optimal T1 weighted images that describe the contrast between white and grey matter can be obtained if the TIs are compensated for with $44.425{\pm}0.877%$ of the TRs in the time of setting TIs.

• 한국임상수의학회지
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• 제27권6호
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• pp.755-759
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• 2010

6년령의 암컷 닥스훈트견이 2일전 발생한 발작증상으로 내원하였다. 기본 신체검사, 실험실 검사 및 신경검사를 통해, 뇌 질환에 의한 발작이 의심되었다. 환자는 1.5T와 7T 자기공명영상을 통한 진단이 시도 되었다. T2 영상에서 간뇌 에서 연수 부위까지 광범위한 고신호성 뇌병변이 관찰되었다. 뇌척수액의 중합효소연쇠반응(RT-PCR)을 통하여, 개 디스템퍼 바이러스가 검출되었으며, 이를 근거로, 개 디스템퍼 바이러스에 의한 뇌수막염이 최종 진단 되었다. 지속적인 상태 악화에 의해, 환자는 진단 7일 뒤 보호자의 요청에 의해 안락사가 실시되었다. 사후 부검을 통한 조직검사에서 자기공명영상과 같은 부위의 뇌병변이 확인 되었다. 결론적으로 본 증례는 바이러스에의한 뇌병변의 1.5T와 7T 자기공명영상을 통한 첫 번째 진단 증례 보고 이다.

• 한국전문물리치료학회지
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• 제9권3호
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• pp.67-76
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• 2002

We report the reorganization of motor network resulted from intensive unilateral coordination training and the effect of cross education on the untrained side in patient with traumatic brain injury using functional magnetic resonance imaging (fMRI). A 22 year-old male patient who had suffered from diffuse axonal injury for 58 months showed coordination deficit in the left hand at initial examination. Intensive motor training including complex finger movements and coordination activities using a metronome was introduced to the patient 4 hours per day for a week. FMRI was performed on a 3T ISOL Forte scanner. All functional images were analyzed using SPM-99 software. Hand function was improved after training not only in the trained left hand, but also in the untrained right hand. There was no activation in the right primary motor area (M1) during left hand movement before training whereas robust activation of left M1 was demonstrated by the right hand movement. Profuse activation of bilateral prefrontal lobes was seen during both hand movements before training. After training of left hand, right M1 became prominently activated during the left hand motion. The activation of bilateral prefrontal lobes disappeared after training not only for the left hand movement but also for the right, which clearly demonstrated the effect of cross education. This case report demonstrated the learning-dependent reorganization of the M1 and the effect of cross education.

• Journal of Korean Neurosurgical Society
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• 제45권4호
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• pp.219-223
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• 2009

Objective : Functional magnetic resonance imaging (fMRI) is frequently used to localize language areas in a non-invasive manner. Various paradigms for presurgical localization of language areas have been developed, but a systematic quantitative evaluation of the efficiency of those paradigms has not been performed. In the present study, the authors analyzed different language paradigms to see which paradigm is most efficient in localizing frontal language areas. Methods : Five men and five women with no neurological deficits participated (mean age, 24 years) in this study. All volunteers were right-handed. Each subject performed 4 tasks, including fixation (Fix), sentence reading (SRI. pseudoword reading (PR), and word generation (WG). Fixation and pseudoword reading were used as contrasts. The functional area was defined as the area(s) with a t-value of more than 3.92 in fMRI with different tasks. To apply an anatomical constraint, we used a brain atlas mapping system, which is available in AFNI, to define the anatomical frontal language area. The numbers of voxels in overlapped area between anatomical and functional area were individually counted in the frontal expressive language area. Results : Of the various combinations, the word generation task was most effective in delineating the frontal expressive language area when fixation was used as a contrast (p<0.05). The sensitivity of this test for localizing Broca's area was 81 % and specificity was 70%. Conclusion : Word generation versus fixation could effectively and reliably delineate the frontal language area. A customized effective paradigm should be analyzed in order to evaluate various language functions.

• 대한핵의학회지
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• 제28권3호
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• pp.293-300
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• 1994

두부외상후 후유증으로 기질적 정신장애를 호소하는 환자들에서 Tc-99m HMPAO 뇌혈류 SPECT 검사의 임상적 유용성을 알아보고자 교통사고 및 추락 등에 의한 두부외상후 평균 23개월이 경과되고, 지속적인 여러 정신적 장애를 호소하여 1991년 9월부터 1994년 3월까지 충남대학교병원에서 기질성 정신장애로 진단받고 Tc-99m HMPAO brain SPECT 검사를 시행한 29명의 환자들을 대상으로 본 연구를 수행하였다. 정신감정결과, CT 및 MRI 결과와 Tc-99m HMPAO brain SPECT 결과를 비교하여 다음과 같은 성적을 얻었다. 1) 두부외상후 기질적 정신장애로 진단된 환자 모두가 Tc-99m HMPAO 뇌혈류 SPECT상 이상소견을 보였으며 MRI상에서는 57%, EEG검사에서는 33%만이 이상소견을 나타냈다. 2) 대상환자 28명중 중 SPECT상 가장 많은 병변은 양측 전두엽 혈류감소 소견(68%)이었으며 MRI 검사에서도 전두엽에 병변(43%)을 보이는 경우가 가장 많았다. 3) MRI 검사상 병변부위에 SPECT상 정상 소견을 보였던 병변은 8예(22%)로 전두엽의 수활액낭종(hygroma) 4예, 작은 뇌경색부위 3예, 및 소뇌의 뇌연화증 1예 이었다. 4) MRI 검사가 정상인 환자 12명중 SPECT상 가장 많은 뇌내 병변은 양측 전두엽의 혈류감소(92%)소견이었다. 5) MMSE 검사상 20점 미만인 환자들에서 20점 이상인 환자군보다 EEG 또는 MRI상 이상소견을 보인 경우가 많았다. 이상의 결과로 저자들은 기질성 정신장애 환자에서 Tc-99m HMPAO 뇌혈류 SPECT는 MRI나 EEG보다 매우 예민한 검사방법으로 생각하였다.

• Investigative Magnetic Resonance Imaging
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• 제20권3호
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• pp.158-166
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• 2016

Purpose: To understand clinical significance of irregular interface between meningioma and adjacent brain parenchyma in predicting histological grading of tumor, focusing on brain parenchymal invasion. Materials and Methods: Pathologically confirmed 79 cases with meningiomas with pathological reports about the presence of parenchymal invasion were included. We defined the presence of interface irregularity as either spiculations or fuzzy margins between the tumor and brain parenchyma. We counted number of spiculations and measured ratio of fuzzy margin length to whole length of mass with consensus of two neuroradiologists. We classified the patients into Present group and Absent group, and the two groups were compared by using the Mann-Whitney U test. Statistical correlations between the presence of an interface irregularity and brain parenchymal invasion by the tumor as well as meningioma histological grade were tested with chi-square test. The optimal cutoff values of spiculation numbers and the ratio of fuzzy margins were determined. The sensitivity and specificity of number of spiculations, ratio of fuzzy margin and the presence of irregular interface as combined parameters for predicting the parenchymal invasion were calculated using ROC curve analysis. Results: Statistically significant differences were noted between the Present and Absent groups for number of spiculations and ratio of fuzzy margin (P = 0.038 and P = 0.028, respectively). The optimal cutoff value for number of spiculations (> 4.5 with 61.1% sensitivity and 68.9% specificity) and the ratio of fuzzy margin (> 0.24 with 66.7% sensitivity and 65.6% specificity) were determined. The sensitivity and specificity of interface irregularity as the combined parameters were 72% and 59%, respectively. The interface irregularity between tumor and brain parenchyma significantly correlated with not only brain parenchymal invasion (P = 0.001) and but also histological grade (P < 0.001). Conclusion: The interface irregularity between tumor and brain parenchyma in MRI can be a strong predictive factor for brain parenchymal invasion and high grade meningioma.