• Investigative Magnetic Resonance Imaging
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• 제19권4호
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• pp.224-230
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• 2015

Purpose: To determine whether we should recommend ultrasonography (US) for an incidental thyroid nodule identified by additional cervicothoracic sagittal T2-weighted image (C-T sag T2WI) of lumbar spine magnetic resonance imaging (MRI). Materials and Methods: A retrospective study of 61 patients who underwent both lumbar spine MRI and thyroid US between December 2011 and April 2015 was conducted. For all US-found thyroid nodules > 1 cm, investigators evaluated whether there was any correlation between thyroid nodule detectability by C-T sag T2WI and US features such as echogenicity, composition, or suspicion of malignancy. Results: Solid hypoechoic (2/4; 50%) or mixed echoic nodules (4/8; 50%) appeared to be found relatively more easily by C-T sag T2WI than more benign-looking solid isoechoic (1/4; 25%) or spongiform nodules (0/6; 0%). Among six nodules with ultrasonographic suspicion for malignancy, only one nodule was detected by C-T sag T2WI. Conclusion: If an incidental thyroid nodule is seen by C-T sag T2WI, it would be better to recommend thyroid US for identifying malignancy.

• Journal of Korean Neurosurgical Society
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• 제38권1호
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• pp.71-73
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• 2005

A case of intramedullary spinal cord lipoma is presented. A one month-old male infant presented with irritability and weakness on his upper extremities. A magnetic resonance[MR] image of the cervical spine demonstrated a well defined, high signal intensity lesion on both T1 and T2-weighted MR images and suppression on the fat saturation sequence. The tumor mass extended from the foramen magnum to T2 vertebra level. Ventral displacement of the spinal cord with kinking of the cervico-medullary junction was evident on the T2-weighted sagittal image. Partial resection of the tumor mass through laminoplastic laminotomy from C1 to T2 resulted in improved motor weakness on his upper extremities.

• Maxillofacial Plastic and Reconstructive Surgery
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• 제27권5호
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• pp.488-491
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• 2005

A 3-year-old female, 5kg, Shih-tzu developed an acute onset of depression, disorientation, hypersalivation, nystagmus after falling down 2 meter height place. In plain skull radiography, there was fracture line in the frontal and parietal bones and next day magnetic resonance imaging examination was performed. Magnetic resonance imaging of the brain was performed with 3.0 Tesla unit. Under general anesthesia, the dog was placed in prone with its head positioned in a birdcage coil. Transverse, sagittal and coronal fast spin echo images of the brain were obtained with the following pulse sequences: T1 weighted images (TR = 560 ms and TE = 18.6 ms) and T2 weighted images (TR = 3500 ms and TE = 80 ms). Magnetic resonance imaging showed epidural hematoma in the left frontal area resulting in compression of the adjacent brain parenchyma. Left lateral ventricle was compressed secondarily and the longitudinal fissure shifted to the right, representing mass effect. The lesion was iso-to slightly hyperintense on T1 weighted image and iso-slightly hypointense signal on T2 weighted image. At necropsy, there was a skull fracture and epidural hematoma in the left frontal area. Magnetic resonance imaging of epidural hematoma is reviewed.

• Imaging Science in Dentistry
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• 제52권4호
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• pp.393-398
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• 2022

Purpose: This study proposed a generative adversarial network (GAN) model for T2-weighted image (WI) synthesis from proton density (PD)-WI in a temporomandibular joint(TMJ) magnetic resonance imaging (MRI) protocol. Materials and Methods: From January to November 2019, MRI scans for TMJ were reviewed and 308 imaging sets were collected. For training, 277 pairs of PD- and T2-WI sagittal TMJ images were used. Transfer learning of the pix2pix GAN model was utilized to generate T2-WI from PD-WI. Model performance was evaluated with the structural similarity index map (SSIM) and peak signal-to-noise ratio (PSNR) indices for 31 predicted T2-WI (pT2). The disc position was clinically diagnosed as anterior disc displacement with or without reduction, and joint effusion as present or absent. The true T2-WI-based diagnosis was regarded as the gold standard, to which pT2-based diagnoses were compared using Cohen's ĸ coefficient. Results: The mean SSIM and PSNR values were 0.4781(±0.0522) and 21.30(±1.51) dB, respectively. The pT2 protocol showed almost perfect agreement(ĸ=0.81) with the gold standard for disc position. The number of discordant cases was higher for normal disc position (17%) than for anterior displacement with reduction (2%) or without reduction (10%). The effusion diagnosis also showed almost perfect agreement(ĸ=0.88), with higher concordance for the presence (85%) than for the absence (77%) of effusion. Conclusion: The application of pT2 images for a TMJ MRI protocol useful for diagnosis, although the image quality of pT2 was not fully satisfactory. Further research is expected to enhance pT2 quality.

• 대한방사선기술학회지:방사선기술과학
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• 제33권1호
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• pp.45-50
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• 2010

본 연구는 T2고속스핀에코 3.0T 자기공명영상에서 지방조직 소거기법인 SPAIR와 STIR기법의 임상적 유용성에 관한 비교연구를 시행하였다. SPAIR와 STIR 프로토콜을 사용하여 뇌의 축방향 영상(20개), 요추의 시상단면영상(20개), 고관절의 관상단면영상(17개), 무릎관절의 축방향 영상(25개)을 획득하였다. 검사부위별로 지방억제기법의 지방소거능력과 화질을 파악하기위해 지방조직의 신호강도와 불균일성을 측정하였다. 지방조직에서 불균일치는 측정된 지방 신호의 평균치(mean)에 대한 표준편차(SD)로서 그 산출은 SD/mean으로 계산하였다. 수집된 자료는 SPSS(Statistical Package for the Social Science) WIN 13.0 프로그램을 이용하여 분석한 결과 다음과 같은 결론을 얻었다. 첫째, 뇌 검사는 SPAIR가 STIR보다 지방억제능력과 화질면에서 우수한 결과를 나타냈으며, 둘째, 요추, 고관절, 무릎관절 검사는 지방의 신호억제능력은 STIR가 우수하고, 화질면에서는 SPAIR가 우수한 결과를 나타냈다.

• Korean Journal of Radiology
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• 제25권4호
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• pp.363-373
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• 2024

Objective: To develop and evaluate a deep learning model for automated segmentation and detection of bone metastasis on spinal MRI. Materials and Methods: We included whole spine MRI scans of adult patients with bone metastasis: 662 MRI series from 302 patients (63.5 ± 11.5 years; male:female, 151:151) from three study centers obtained between January 2015 and August 2021 for training and internal testing (random split into 536 and 126 series, respectively) and 49 MRI series from 20 patients (65.9 ± 11.5 years; male:female, 11:9) from another center obtained between January 2018 and August 2020 for external testing. Three sagittal MRI sequences, including non-contrast T1-weighted image (T1), contrast-enhanced T1-weighted Dixon fat-only image (FO), and contrast-enhanced fat-suppressed T1-weighted image (CE), were used. Seven models trained using the 2D and 3D U-Nets were developed with different combinations (T1, FO, CE, T1 + FO, T1 + CE, FO + CE, and T1 + FO + CE). The segmentation performance was evaluated using Dice coefficient, pixel-wise recall, and pixel-wise precision. The detection performance was analyzed using per-lesion sensitivity and a free-response receiver operating characteristic curve. The performance of the model was compared with that of five radiologists using the external test set. Results: The 2D U-Net T1 + CE model exhibited superior segmentation performance in the external test compared to the other models, with a Dice coefficient of 0.699 and pixel-wise recall of 0.653. The T1 + CE model achieved per-lesion sensitivities of 0.828 (497/600) and 0.857 (150/175) for metastases in the internal and external tests, respectively. The radiologists demonstrated a mean per-lesion sensitivity of 0.746 and a mean per-lesion positive predictive value of 0.701 in the external test. Conclusion: The deep learning models proposed for automated segmentation and detection of bone metastases on spinal MRI demonstrated high diagnostic performance.

• Imaging Science in Dentistry
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• 제44권4호
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• pp.293-299
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• 2014

Purpose: This study was performed to find the relationship between pain and joint effusion using magnetic resonance imaging (MRI) in temporomandibular disorder (TMD) patients. Materials and Methods: The study subjects included 232 TMD patients. The inclusion criteria in this study were the presence of spontaneous pain or provoked pain on one or both temporomandibular joints (TMJs). The provoked pain was divided into three groups: pain on palpation (G1), pain on mouth opening (G2), and pain on mastication (G3). MRI examinations were performed using a 1.5-T MRI scanner. T1- and T2-weighted images with para-sagittal and para-coronal images were obtained. According to the T2-weighted image findings, the cases of effusions were divided into four groups: normal, mild (E1), moderate (E2), and marked effusion (E3). A statistical analysis was carried out using the $X^2$ test with SPSS (version 12.0, SPSS Inc., Chicago, IL, USA). Results: Spontaneous pain, provoked pain, and both spontaneous and provoked pain were significantly related to joint effusion in TMD patients (p<0.05). However, among the various types of provoked pain, pain on palpation of the masticatory muscles and TMJ (G1) was not related to joint effusion in TMD patients (p>0.05). Conclusion: Spontaneous pain was related to the MRI findings of joint effusion; however, among the various types of provoked pain, pain on palpation of the masticatory muscles and TMJ was not related to the MRI findings of joint effusion. These results suggest that joint effusion has a significant influence on the prediction of TMJ pain.

• Journal of Korean Neurosurgical Society
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• 제64권6호
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• pp.901-912
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• 2021

Objective : In the cervical spine, many surgical procedures have been developed to achieve optimal results for various disorders, including degenerative diseases, traumatic injury, and tumor. In this study, we report our experience and follow-up results with a new surgical technique for cervical spine entitled posterior floating laminotomy (PFL) in comparison with conventional laminectomy and fusion (LF). Methods : Data for 85 patients who underwent conventional LF (n=66) or PFL (n=19) for cervical spine disorders between 2012 and 2019 were analyzed. Radiological parameters, including cervical lordosis (CL), T1 slope (T1S), segmental lordosis (SL), and C2-7 sagittal vertical axis (SVA), were measured with lateral spine X-rays. Functional outcomes, comprising the modified Japanese Orthopaedic Association (mJOA), neck disability index (NDI), and visual analog scale (VAS) scores, were also measured. For the patients who underwent PFL, postoperative magnetic resonance image (MRI) was performed in a month after the surgery, and the degree of decompression was evaluated at the T2-weighted axial image, and postoperative computed tomography (CT) was conducted immediately and 1 year after the operation to evaluate the gutter fusion. Results : There was no difference in CL, T1S, SL, and C2-7 SVA between the groups but there was a difference in the preoperative and postoperative SL angles. The mean difference in the preoperative SL angle compared with that at the last follow-up was -0.3° after conventional LF and 4.7° after PFL (p=0.04), respectively. mJOA, NDI, and VAS scores showed significant improvements (p<0.05) during follow-up in both groups. In the PFL group, postoperative MRI showed sufficient decompression and postoperative CT revealed gutter fusion at 1 year after the operation. Conclusion : PFL is a safe surgical method which can preserve postoperative CL and achieve good clinical outcomes.

• Journal of Korean Neurosurgical Society
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• 제49권3호
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• pp.178-181
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• 2011

Congenital anomalies in arches of the atlas are rare, and are usually discovered incidentally. However, a very rare subgroup of patients with unique radiographic features is predisposed to transient quadriparesis after minor cervical or head trauma, A 46-year-old male presented with a 2-month history of tremor and hyperesthesia of the lower extremities after experiencing a minor head trauma. He said that he had been quadriplegic for about 2 weeks after that trauma. Radiographs of his cervical spine revealed bilateral bony defects of the lateral aspects of the posterior arch of C1 and a midline cleft within the anterior arch of the atlas. A magnetic resonance imaging revealed an increased cord signal at the C2 level on the T2-weighted sagittal image. A posterior, suboccipital midline approach for excision of the remnant posterior tubercle was performed. The patient showed significant improvement of his motor and sensory functions. Since major neurologic deficits can be produced by a minor trauma, it is crucial to recognize this anomaly.

• 한국의학물리학회지:의학물리
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• 제21권1호
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• pp.70-77
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• 2010

골다공증 환자를 대상으로 이중 에너지 X선 흡수(DEXA) 방법을 이용한 골밀도 영상에서는 T-score를 측정하고 자기공명영상 기법 중 확산강조영상에서는 신호대 잡음비와 현성 확산 계수를 측정한 다음 T-score변화에 따라 신호대 잡음비와 현성 확산 계수가 어떻게 변화하는지 알아보았다. 골다공증이 없는 건강한 사람 30명과 2009년 1월부터 2009년 12월까지 허리 통증으로 내원한 환자 중 단순 방사선 촬영에서 골다공증 소견이 보이는 환자 30명을 대상으로 Dual Energy X-ray Absorptiometry (DEXA)를 이용하여 척추 L1-L4부위의 T-score를 측정 후 각각의 척추에 대해서 골감소증, 골다공증으로 분류하였다. 1.5T MR scanner를 이용하여 b value를 $400\;s/mm^2$으로 획득한 확산강조영상에서는 L1-L4 네 부위에서 신호 강도(signal intensity)측정을 하였고 현성 확산 계수(apparent diffusion coefficient; ADC) map 영상에서는 현성 확산 계수를 측정하였다. 정량적 분석방법으로 관심영역의 T-score와 신호대 잡음비(signal to noise ratio)와 ADC를 구하고 평균화 하여 관심영역에서 T-score변화에 따른 신호대 잡음비와 현성확산계수의 변화를 비교하였고 T-score에 의해 골감소증, 골다공증으로 분류하여 그룹별로 신호대 잡음비와 현성확산계수의 변화도 비교하였다. 정성적인 분석방법은 육안적으로 건강한 그룹과 골감소증, 골다공증그룹의 T1강조 시상면 영상에서 요추체중 L4 부위에서의 신호강도 차이를 알아보았다. 정량적 분석에서 골감소증 그룹과 골다공증그룹은 T-score가 감소함에 따라 확산강조영상에서의 신호대 잡음비가 감소하여 나타났으며 골다공증 그룹에서 신호대 잡음비가 가장 크게 감소하였다. ADC map영상에서는 골감소증그룹과 골다공증 그룹은 T-score가 감소함에 따라 현성 확산 계수는 감소해서 나타났고 건강한 그룹과 골감소증 및 골다공증 그룹의 경우 현성 확산 계수 차이는 골다공증 그룹에서 현성 확산 계수가 가장 낮게 나타났다. 정성적 분석에서는 건강한 그룹과 골감소증 및 골다공증 그룹에서 L4 부위의 신호강도는 건강한 그룹에서 가장 낮게 나타났고 골다공증그룹에서 높게 나타났다. 골다공증이 진행 될수록 신호대 잡음비와 현성 확산계수는 감소하고 T1강조 영상에서는 신호강도가 증가 하는 결과를 얻었고 자기공명검사가 골다공증 진단에 유용함을 알 수 있었다.