• Communications for Statistical Applications and Methods
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• 제31권1호
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• pp.87-104
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• 2024

Most functional magnetic resonance imaging (fMRI) studies in resting state have assumed that the functional connectivity (FC) between time series from distinct brain regions is constant. However, increased interest has recently been in quantifying possible dynamic changes in FC during fMRI experiments. FC study may provide insight into the fundamental workings of brain networks to brain activity. In this work, we focus on the specific problem of estimating the dynamic behavior of pairwise correlations between time courses extracted from two different brain regions. We compare the sliding-window techniques such as moving average (MA) and exponentially weighted moving average (EWMA), dynamic causality with vector autoregressive (VAR) model, dynamic conditional correlation (DCC) based on volatility, and the proposed alternative methods to use differencing and recursive residuals. We investigate the properties of those techniques in a series of simulation studies. We also provide an application with major depressive disorder (MDD) patient fMRI data to demonstrate studying dynamic correlations.

• 감성과학
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• 제20권4호
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• pp.15-30
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• 2017

본 연구의 목적은 뇌 영상 기술을 활용한 정서 연구를 근거로 기본정서 이론을 확인하는 것이다. 이를 위해 기능적 자기공명영상(functional magnetic resonance imaging, fMRI) 연구들에 대한 메타분석을 수행했다. 기본정서 이론을 확인하기 위해 즐거움, 행복, 공포, 분노, 혐오, 슬픔의 6개 개별정서를 선정했다. 개별정서의 fMRI 자료를 수집하기 위해 최근 10년간 289편의 fMRI 연구를 조사했으며, 이중에서 69편이 포함 기준을 충족시켰다. 6개 정서에 대해서 건강한 피험자들을 대상으로 실험한 fMRI 자료를 수집했으며, Talairach 또는 MNI 표준 좌표로 보고된 연구만을 포함시켰다. Talairach와 MNI 좌표 체계간의 차이를 없애기 위해 Talairach 좌표를 기준으로 분석하였다. 활성화 가능성 추정(ALE) 기법을 이용한 GingerALE 2.3 프로그램을 사용하여 메타분석을 수행했다. 연구 결과 기본정서 이론의 관점에서 개별정서들이 일관되고 구별 가능한 국부적인 뇌 반응과 관련 된다는 것을 확인했다. 각각의 개별 정서들과 관련된 뇌 반응 영역에 대한 본 연구의 결과는 선행연구들의 결과와 대체로 일치하였다. 본 연구의 결과를 일반화에 있어서 극복해야 할 제한점을 기술하고 후속 연구에 대해 몇 가지를 제언하였다.

• Investigative Magnetic Resonance Imaging
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• 제7권2호
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• pp.124-131
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• 2003

목적 : 뇌종양 환자에서 감각운동과 언어 자극을 통해 기능적 자기공명영상(fMRI)을 시행하여 fMRI에서 감각운동 그리고 언어중추와 병변과의 해부학적인 관계를 관찰하여 수술 계획수립에 도움을 줄 수 있는지 알아보고자 하였다. 대상 및 방법 : 뇌종양이 감각운동중추 혹은 언어중추 부위에 발생한 오른손잡이 환자 12명을 대상으로 하였다. 12명의 환자 중 11명에서 감각운동중추의 활성화 여부를 관찰하였고 이 중 6명은 언어중추의 활성화를 함께 관찰하였으며, 1명은 언어중추의 활성화 여부만을 관찰하였다. fMRI를 얻기 위해서 1.57 MR Scanner를 사용하여 EPI-BOLD 기법으로 영상을 얻어, SPM99 분석 프로그램과 자체제작 프로그램을 이용하였다. 분석은 감각운동, 그리고 언어 자극이 대뇌중추를 활성화시킬 수 있는지 관찰하였고, 감각운동중추 및 언어중추와 병변과의 위치 관계를 확인하여 수술 계획수립에 도움을 줄 수 있는지 알아보았다. 또한 환자의 신경학적 기능평가를 수술전후 시행하여 변화여부를 알아보았다. 결과 : 뇌종양환자 12명 모두에서 활성화 영상을 얻을 수 있었고, 대뇌활성화 영역과 병변의 해부학적인 관계를 파악할 수 있었다. 감각운동중추의 활성화영상을 성공하였을 11명 중 9명에서 수술전후 신경학적 수기운동검사에서 등급의 변화를 보이지 않았으며, 1명은 수술 후 오히려 등급이 높아져 운동기능의 회복이 있었고, 1명은 수술 후 한 등급 낮아지는 운동기능의 저하를 보였다. 언어중추의 활성화영상을 성공적으로 얻을 수 있었던 7예에서 수술 후 언어기능의 저하를 보인 경우는 없었다. 결론 : fMRI는 감각운동중추나 언어중추 부위에 발생한 뇌종양을 가진 환자에서 수술을 위한 최적의 접근 경로를 결정하는데 많은 도움을 줄 수 있으리라 생각된다.

• 대한자기공명의과학회:학술대회논문집
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• 대한자기공명의과학회 2001년도 제6차 학술대회 초록집
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• pp.111-111
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• 2001

목적： To evaluate the feasibility of the event-related functional MR study using power grip studying the hand motor system 대상 및 방법： Event-related functional MRI was performed on a 1.5T MR unit in seven norm volunteers (man=7, right-handedness=2, left-handedness=5, mean age： 25 years). A single-shot GRE-EPI sequence (TR/TE/flip angle： 1000ms/40ms/90, FOV = 240 mm matrix= 64$\times$64, slice thickness/gap = 5mm/0mm, 7 true axial slices) was used for functiona MR images. A flow-sensitive conventional gradient echo sequence (TR/TE/flip angl 50ms/4ms/60) was used for high-resolution anatomical images. To minimize the gross hea motion, neck-holders (MJ-200, USA) were used. A series of MR images were obtained in axial planes covering motor areas. To exclude motion-corrupted images, all MR images wer surveyed in a movie procedure and evaluated using the estimation of center of mass of ima signal intensities. Power grip task consisted of the powerful grip of all right fingers and hand movement ta used very fast right finger tapping at a speed of 3 per 1 second. All tasks were visual-guid by LCD projector (SHARP, Japan). Two tasks consisted of 134 phases including 7 activatio and 8 rest periods. Active stimulations were performed during 2 seconds and rest period were 15 seconds and total scan time per one task was 2 min 14 sec. Statistical maps we obtained using cross-correlation method. Reference vector was time-shifted by 4 seconds an Gaussian convolution with a FWHM of 4 seconds was applied to it. The threshold in p val for the activation sites was set to be 0.001. All mapping procedures were peformed usin homemade program an IDL (Research Systems Inc., USA) platform. We evaluated the activation patterns of the motor system of power grip compared to hand movement in t event-related functional MRI.

• Journal of Korean Neurosurgical Society
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• 제47권1호
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• pp.17-25
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• 2010

Objective: The focus of this study is brain plasticity associated with semantic aspects of language function in patients with medial temporal lobe epilepsy (mTLE) Methods: Using longitudinal functional magnetic resonance imaging (fMRI), patterns of brain activation were observed in twelve left and seven right unilateral mTLE patients during a word-generation task relative to a pseudo-word reading task before and after anterior temporal section surgery. Results: No differences were observed in precentral activations in patients relative to normal controls (n = 12), and surgery did not alter the phonological-associated activations. The two mTLE patient groups showed left inferior prefrontal activations associated with semantic processing (word-generation>pseudo-word reading), as did control subjects. The amount of semantic-associated activation in the left inferior prefrontal region was negatively correlated with epilepsy duration in both patient groups. Following temporal resection, semantic-specific activations in inferior prefrontal region became more bilateral in left mTLE patients, but more left-lateralized in right mTLE patients. The longer the duration of epilepsy in the patients, the larger the increase in the left inferior prefrontal semantic-associated activation after surgery in both patient groups. Semantic activation of the intact hippocampus, which had been negatively correlated with seizure frequency, normalized after the epileptic side was removed. Conclusion: These results indicate alternation of semantic language network related to recruitment of left inferior prefrontal cortex and functional recovery of the hippocampus contralateral to the epileptogenic side, suggesting an intra- and inter-hemispheric reorganization following surgery.

• Investigative Magnetic Resonance Imaging
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• 제3권1호
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• pp.78-83
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• 1999

목적: 기능적 자기공명영상을 이용하여 읽기 과제에서 활성화되는 뇌영역을 알아보고, 읽기 과제의 종류에 따른 활성화 영여의 차이를 규명하고자 하였다. 대상 및 방법: 오른손잡이 자원자 9명(남자 7명, 여자 2명)을 대상으로 한글의 자음, 가짜단어, 단어를 속으로 읽도록 하면서 기능적 영상을 얻었다. 1.5T 초전도 자기공명여앙장치에서 EPI의 BOLD 기법을 이용하여 20 절편의 활성화 영상을 얻었고(gradient echo single shot EI, TR/TE 3000/60, flip angle $90^{\circ}$, matrix $64{\times}64$, 5mm thickness, no slice gap), 영상후처리는 SPM 분석 프로그램을 이용하였다. 2번가의 활성기와 3번의 휴식기를 번갈아 시행하였고 스캔 시간은 각각30초였다. 유의수준 p<0.01을 기준으로 자극 과제에 따라 활성화된 뇌지도를 얻어 활성화 영역을 육안으로 비교 분석하여다. 결과: 9명 모두에서 성공적으로 활성화 영상을 얻었고, 활성화 신호는 모든 자극과제에서 후두엽의 화성화를 제외하고 좌측으로 편재되는 경향을 보였으며, 전두엽, 측두엽, 두정엽, 후두엽의 여러 부위에서 활성화 신호가 나타났다. 가짜단어와 자음을 읽은 경우가 단어를 읽은 경우에 비하여 언어영역의 활성화가 많았다. 가짜단어를 읽은 경우가 자으을 읽은 경우에 비해 활성화 신호가 좌측으로 편재화 되는 경향을 나타냈다. 결론: 자음이나 단어형태를 읽는 것 만으로도 언어와 관련된 여러 뇌영역에 활성화가 유도됨을 확인하였으며, 자음이나 가짜단어를 읽는 것이 익숙한 단어를 읽는 것에 비해 활성화 신호가 많았다.

• 대한두개안면성형외과학회지
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• 제24권4호
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• pp.145-158
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• 2023

Vascular anomalies encompass a variety of malformations and tumors that can result in severe morbidity and mortality in both adults and children. Advances have been made in the classification and diagnosis of these anomalies, with the International Society for the Study of Vascular Anomalies establishing a widely recognized classification system. In recent years, notable progress has been made in genetic testing and imaging techniques, enhancing our ability to diagnose these conditions. The increasing sophistication of genetic testing has facilitated the identification of specific genetic mutations that help treatment decisions. Furthermore, imaging techniques such as magnetic resonance imaging and computed tomography have greatly improved our capacity to visualize and detect vascular abnormalities, enabling more accurate diagnoses. When considering reconstructive surgery for facial vascular anomalies, it is important to consider both functional and cosmetic results of the procedure. Therefore, a comprehensive multidisciplinary approach involving specialists from dermatology, radiology, and genetics is often required to ensure effective management of these conditions. Overall, the treatment approach for facial vascular anomalies depends on the type, size, location, and severity of the anomaly. A thorough evaluation by a team of specialists can determine the most appropriate and effective treatment plan.

• Journal of Korean Neurosurgical Society
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• 제59권4호
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• pp.346-351
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• 2016

Objective : Early progressive infarction (EPI) is frequently observed and related to poor functional outcome in patients with middle cerebral artery (MCA) infarction caused by MCA occlusion. We evaluated the perfusion parameters of magnetic resonance imaging (MRI) as a predictor of EPI. Methods : We retrospectively analyzed patients with acute MCA territory infarction caused by MCA occlusion. EPI was defined as a National Institutes of Health Stroke Scale increment ${\geq}2$ points during 24 hours despite receiving standard treatment. Regional parameter ratios, such as cerebral blood flow and volume (rCBV) ratio (ipsilateral value/contralateral value) on perfusion MRI were analyzed to investigate the association with EPI. Results : Sixty-four patients were enrolled in total. EPI was present in 18 (28%) subjects and all EPI occurred within 3 days after hospitalization. Diabetes mellitus, rCBV ratio and regional time to peak (rTTP) ratio showed statically significant differences in both groups. Multi-variate analysis indicated that history of diabetes mellitus [odds ratio (OR), 6.13; 95% confidence interval (CI), 1.55-24.24] and a low rCBV ratio (rCBV, <0.85; OR, 6.57; 95% CI, 1.4-30.27) was significantly correlated with EPI. Conclusion : The incidence of EPI is considerable in patients with acute MCA territory infarction caused by MCA occlusion. We suggest that rCBV ratio is a useful neuro-imaging parameter to predict EPI.

• Korean Journal of Radiology
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• 제20권5호
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• pp.801-811
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• 2019

Objective: To determine whether diffusion kurtosis imaging (DKI) is effective in monitoring tumor response to neoadjuvant chemotherapy in patients with osteosarcoma. Materials and Methods: Twenty-nine osteosarcoma patients (20 men and 9 women; mean age, 17.6 ± 7.8 years) who had undergone magnetic resonance imaging (MRI) and DKI before and after neoadjuvant chemotherapy were included. Tumor volume, apparent diffusion coefficient (ADC), mean diffusivity (MD), mean kurtosis (MK), and change ratio (ΔX) between pre-and post-treatment were calculated. Based on histologic response, the patients were divided into those with good response (≥ 90% necrosis, n = 12) and those with poor response (< 90% necrosis, n = 17). Several MRI parameters between the groups were compared using Student's t test. The correlation between image indexes and tumor necrosis was determined using Pearson's correlation, and diagnostic performance was compared using receiver operating characteristic curves. Results: In good responders, MD_post, ADC_post, and MK_post values were significantly higher than in poor responders (p < 0.001, p < 0.001, and p = 0.042, respectively). The ΔMD and ΔADC were also significantly higher in good responders than in poor responders (p < 0.001 and p = 0.01, respectively). However, no significant difference was observed in ΔMK (p = 0.092). MD_post and ΔMD showed high correlations with tumor necrosis rate (r = 0.669 and r = 0.622, respectively), and MD_post had higher diagnostic performance than ADC_post (p = 0.037) and MK_post (p = 0.011). Similarly, ΔMD also showed higher diagnostic performance than ΔADC (p = 0.033) and ΔMK (p = 0.037). Conclusion: MD is a promising biomarker for monitoring tumor response to preoperative chemotherapy in patients with osteosarcoma.

• Investigative Magnetic Resonance Imaging
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• 제21권4호
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• pp.199-209
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• 2017

Purpose: Caffeine is the most widely consumed psychostimulant. It is often adopted as a tool to modulate brain activations in fMRI studies. However, its pharmaceutical effect on task-induced deactivation has not been fully examined in fMRI. Therefore, the purpose of this study was to examine the effect of caffeine on both activation and deactivation under sustained attention. Materials and Methods: Task fMRI was acquired from 26 caffeine naive healthy volunteers before and after taking caffeine pill (200 mg). Results: Statistical analysis showed an increase in cognition-load dependent task activation but a decrease in load dependent de-activation after caffeine ingestion. Increase of attention and memory task activation and its load-dependence suggest a beneficial effect of caffeine on the brain even though it has no overt behavior improvement. The reduction of deactivation by caffeine and its load-dependence indicate reduced facilitation from task-negative networks. Conclusion: Caffeine affects brain activity in a load-dependent manner accompanied by a disassociation between task-positive network and task-negative network.