• Clinics in Shoulder and Elbow
• /
• 제25권3호
• /
• pp.182-187
• /
• 2022

Background: This study was designed to evaluate and compare the diagnostic value of magnetic resonance imaging (MRI) and indirect magnetic resonance arthrography (I-MRA) imaging with those of arthroscopy and each other. Methods: This descriptive-analytical study was conducted in 2020. All patients who tested positive for labrum lesions during that year were included in the study. The patients underwent conservative treatment for 6 weeks. In the event of no response to conservative treatment, MRI and I-MRA imaging were conducted, and the patients underwent arthroscopy to determine their ultimate diagnosis and treatment plan. Imaging results were assessed at a 1-week interval by an experienced musculoskeletal radiologist. Image interpretation results and arthroscopy were recorded in the data collection form. Results: Overall, 35 patients comprised the study. Based on the kappa coefficient, the results indicate that the results of both imaging methods are in agreement with the arthroscopic findings, but the I-MRA consensus rate is higher than that of MRI (0.612±0.157 and 0.749±0.101 vs. 0.449±0.160 and 0.603±0.113). The sensitivity, specificity, negative predictive value, positive predictive value, and accuracy of MRI in detecting labrum tears were 77.77%, 75.00%, 91.30%, 50.00%, and 77.14%, respectively, and those of I-MRA were 88.88%, 75.00%, 92.30%, 66.66%, and 85.71%. Conclusions: Here, I-MRA showed higher diagnostic value than MRI for labral tears. Therefore, it is recommended that I-MRA be used instead of MRI if there is an indication for potential labrum lesions.

• 한국방사선학회논문지
• /
• 제17권1호
• /
• pp.115-122
• /
• 2023

엉덩관절 고정기구는 골밀도 검사 및 미세골절, 관절염의 진단 시 내회전을 위한 중요 고정기구입니다. 이러한 고정기구는 벨크로를 사용하여 재현성 유지에 한계가 있습니다. 이에 본 연구에서는 개선된 엉덩관절 고정기구를 개발하여 유용성을 평가하였습니다. 방사선과 재학생 30 명을 대상으로 기존과 개선된 고정기구를 적용하여 자세잡이 소요시간과 의료영상을 통한 재현성을 평가하였습니다. 또한, 시간경과에 따른 변화도 평가하였습니다. 그 결과 기존 고정기구에 비해 개선된 고정기구는 자세잡이 시간은 약 32%의 감소를 보였으며, 재현성은 약 6.2 배 향상되었습니다. 시간경과에 따른 변화량은 자세잡이 시간은 기존 고정기구는 증가된 반면 개선된 고정기구는 감소되었으며, 재현성은 개선된 고정기구보다 기존 고정기구가 더 저하되었습니다. 이를 통해 개선된 고정기구의 사용을 통해 영상의 질 향상과 방사선사의 업무부담 감소가 나타났다고 할 수 있습니다.

• 대한의용생체공학회:의공학회지
• /
• 제43권4호
• /
• pp.290-297
• /
• 2022

During surgery, Surgical instruments are often left behind due to accidents. Most of these are surgical gauze, so radioactive non-permeable gauze (X-ray gauze) is used for preventing of accidents which gauze is left in the body. This gauze is divided into wire and pad type. If it is confirmed that the gauze remains in the body, gauze must be detected by radiologist's reading by imaging using a mobile X-ray device. But most of operating rooms are not equipped with a mobile X-ray device, but equipped C-Arm equipment, which is of poorer quality than mobile X-ray equipment and furthermore it takes time to read them. In this study, Use C-Arm equipment to acquire gauze image for detection and Build dataset using artificial intelligence and select a detection model to Assist with the relatively low image quality and the reading of radiology specialists. mAP@50 and detection time are used as indicators for performance evaluation. The result is that two-class gauze detection dataset is more accurate and YOLOv5 model mAP@50 is 93.4% and detection time is 11.7 ms.

• 한국방사선학회논문지
• /
• 제17권3호
• /
• pp.401-410
• /
• 2023

방사선사는 영상진단장치를 담당하는 직종으로 적절한 업무 수준을 제시하여 국민건강 증진에 기여하여야 한다. 이를 위해 업무에 따른 인체 유해성 평가, 설문지를 통한 통계 평가, 국내·외 동향을 통해 적절한 업무 수준을 제시하고자 한다. 인체 유해성 평가의 경우 방사선 피폭을 고려하여 42.6 %, 차폐체 작업은 69.7 %, MRI의 경우 검사실 체류시간이 최대 15분, 30회를 초과하지 않도록 조절하여야 한다. 설문통계에서는 근로시간 대비 업무량 및 난이도가 높아 신체적, 정신적 부담이 증가됨을 확인할 수 있었으며, 국내·외 동향을 통해 국내 방사선사의 검사 기준을 36.8 %까지 조절하여 방사선 검사의 질적 향상을 통해 국민건강증진을 도모하여야 한다.

• Korean Journal of Radiology
• /
• 제22권5호
• /
• pp.735-741
• /
• 2021

Objective: To evaluate circularity as a quantitative shape factor of small renal tumor on computed tomography (CT) in differentiating fat-poor angiomyolipoma (AML) from renal cell carcinoma (RCC). Materials and Methods: In 257 consecutive patients, 257 pathologically confirmed renal tumors (either AML or RCC less than 4 cm), which did not include visible fat on unenhanced CT, were retrospectively evaluated. A radiologist drew the tumor margin to measure the perimeter and area in all the contrast-enhanced axial CT images. In each image, a quantitative shape factor, circularity, was calculated using the following equation: 4 x π x (area ÷ perimeter²). The median circularity (circularity index) was adopted as a representative value in each tumor. The circularity index was compared between fat-poor AML and RCC, and the receiver operating characteristic (ROC) curve analysis was performed. Univariable and multivariable binary logistic regression analysis was performed to determine the independent predictor of fat-poor AML. Results: Of the 257 tumors, 26 were AMLs and 231 were RCCs (184 clear cell RCCs, 25 papillary RCCs, and 22 chromophobe RCCs). The mean circularity index of AML was significantly lower than that of RCC (0.86 ± 0.04 vs. 0.93 ± 0.02, p < 0.001). The mean circularity index was not different between the subtypes of RCCs (0.93 ± 0.02, 0.92 ± 0.02, and 0.92 ± 0.02 for clear cell, papillary, and chromophobe RCCs, respectively, p = 0.210). The area under the ROC curve of circularity index was 0.924 for differentiating fat-poor AML from RCC. The sensitivity and specificity were 88.5% and 90.9%, respectively (cut-off, 0.90). Lower circularity index (≤ 0.9) was an independent predictor (odds ratio, 41.0; p < 0.001) for predicting fat-poor AML on multivariable logistic regression analysis. Conclusion: Circularity is a useful quantitative shape factor of small renal tumor for differentiating fat-poor AML from RCC.

• Korean Journal of Radiology
• /
• 제21권4호
• /
• pp.442-449
• /
• 2020

Objective: To compare the diagnostic performance of contrast-enhanced spectral mammography (CESM) versus ultrasonography (US) in symptomatic patients with dense breasts, while using histology as the gold standard. Materials and Methods: After obtaining approval from the local ethics board, this prospective study collected data from patients with symptomatic breasts who underwent CESM and US examinations from May 1, 2017 to September 30, 2017. We then selected those with dense breasts and pathological results as our sample population. Both CESM and US results were classified by a radiologist through the Breast Imaging Reporting and Data System, and the results were compared with their corresponding histological results. The chi-square test was conducted to compare the diagnostic performance of CESM and US, and the receiver operating characteristic curves for the two imaging modalities were obtained. Results: A total of 131 lesions from 115 patients with dense breasts were included in this study. Sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), and accuracy were 93.8%, 88.1%, 88.2%, 93.7%, and 90.8% for CESM, and 90.6%, 82.1%, 82.9%, 90.2%, and 86.3% for US, respectively. The p values for sensitivity, specificity, PPV, NPV, and accuracy were 0.687, 0.388, 0.370, 0.702, and 0.238, respectively. The area under the curve of CESM (0.917) was comparable with that of US (0.884); however, the differences between CESM and US were not statistically significant (p = 0.225). Eight false-positive cases and 4 false-negative cases for breast cancer were found in CESM, while 12 false-positive cases and 6 false-negative cases were found in US. Conclusion: The diagnostic performances of CESM and US are comparable in symptomatic women with dense breasts; however, the routine use of additional US imaging is questionable for lesions that can be detected by CESM.

• Anatomy and Cell Biology
• /
• 제56권2호
• /
• pp.179-184
• /
• 2023

The Functional endoscopic sinus surgery through transnasal approach is a common modality of treatment for disorders of the nasal cavity, paranasal air sinuses as well as cranial cavity. The olfactory fossa (OF) is located along the superior aspect of cribriform plate which varies in shape and depth. This variable measurement of the depth of OF is mostly responsible for greater risk of intracranial infiltration during endoscopic procedures in and around the nasal cavity. The morphology of frontal and ethmoid sinus (ES) vary from simple to complex. This cadaveric study is planned to improve the ability of the otolaryngologist, radiologist to understand the possible morphological variations and plan steps of less invasive "precision surgery" to have a safe and complication free procedures. A total of 37 human head regions were included in the study. For classification of OF, Modified Kero's classification was used. The size, shape and cells of frontal and ES were noted. We found, type II (60.8%) OF was more common followed by type I (29.7%) than type III (9.5%). The shape of frontal sinus was comma shaped (55.4%) followed by oval (18.9%) than irregular (16.2%). Most common two cells type of ES was seen in 50.0% of both anterior and posterior ES. Out of 74 ES, 8.1% of Onodi cells and 14.9% of agger nasi cells were seen.

• 대한영상의학회지
• /
• 제81권5호
• /
• pp.1053-1068
• /
• 2020

문재인 정부의 새로운 건강보험 보장성 강화 대책에 따라 2018년부터 뇌 MRI, 뇌혈관/경부혈관 MRA, 두경부 MRI 급여가 확대되어 시행 중이다. 2018년 10월부터 2020년 4월까지 개정되어 현재 시행 중인 MRI 급여와 관련된 '요양급여의 적용기준 및 방법에 관한 세부사항'을 중심으로 정리해 보았다. 이 종설은 MRI 요양급여체계, 두통, 어지럼증 환자의 급여기준조정, 뇌 MRI, 뇌혈관/경부혈관 MRA, 두경부 MRI의 급여기준, 표준영상, 판독소견서 등을 포함하였다. 이 글을 통해 영상의학과 전문의가 보험 영역에서도 전문적인 지식을 갖추어 영상의학과 전문의의 전문성을 확보하고, 소속병원에서 주도적인 역할을 하는데 도움이 되고자 한다. MRI 급여화 확대 정책이 진행 중으로 관련 보건복지부의 세부고시가 개정될 수 있다. 따라서 MRI와 보험과 관련된 사안을 지속적으로 업데이트하는 것이 요망된다.

• Korean Journal of Radiology
• /
• 제21권6호
• /
• pp.660-669
• /
• 2020

Objective: To evaluate the accuracy of a deep learning-based automated segmentation of the left ventricle (LV) myocardium using cardiac CT. Materials and Methods: To develop a fully automated algorithm, 100 subjects with coronary artery disease were randomly selected as a development set (50 training / 20 validation / 30 internal test). An experienced cardiac radiologist generated the manual segmentation of the development set. The trained model was evaluated using 1000 validation set generated by an experienced technician. Visual assessment was performed to compare the manual and automatic segmentations. In a quantitative analysis, sensitivity and specificity were calculated according to the number of pixels where two three-dimensional masks of the manual and deep learning segmentations overlapped. Similarity indices, such as the Dice similarity coefficient (DSC), were used to evaluate the margin of each segmented masks. Results: The sensitivity and specificity of automated segmentation for each segment (1-16 segments) were high (85.5-100.0%). The DSC was 88.3 ± 6.2%. Among randomly selected 100 cases, all manual segmentation and deep learning masks for visual analysis were classified as very accurate to mostly accurate and there were no inaccurate cases (manual vs. deep learning: very accurate, 31 vs. 53; accurate, 64 vs. 39; mostly accurate, 15 vs. 8). The number of very accurate cases for deep learning masks was greater than that for manually segmented masks. Conclusion: We present deep learning-based automatic segmentation of the LV myocardium and the results are comparable to manual segmentation data with high sensitivity, specificity, and high similarity scores.

• 대한영상의학회지
• /
• 제84권4호
• /
• pp.835-845
• /
• 2023

골반 외상은 대부분 고에너지 손상을 동반하며, 이에 따른 치명률 및 사망률이 높은 편이다. 관련된 출혈은 대부분 골반내 정맥이 손상되거나 해면골이 골절되어 발생하고 혈종에 의해 안정화되지만, 10%-20%에서 동맥 출혈이 동반되며, 골반 용적이 증가된 상태에서 동맥 출혈이 지속된다면 이로 인한 사망률은 36%-54%까지 증가한다. 골반의 해부학적 구조상 다양하고 풍부한 혈관이 분포되어 있고, 골반 외상 환자 대부분이 많은 양의 혈종을 동반하기 때문에, 수술적 치료는 시야 확보의 어려움과 눌림 효과에 따른 지혈효과를 없애 출혈을 더 조장할 수 있어, 1차적으로 인터벤션 치료가 권고되고 있다. 또한 출혈의 위치가 대부분 골절된 부분이기 때문에 CT를 통해 시술 전 출혈 부위를 특정하여 빠른 시간 내에 출혈에 대한 색전술을 시행할 수 있다. 이처럼 올바른 진단과 치료를 동시에 할 수 있다는 장점으로 인해 골반 외상 환자에 있어 인터벤션 치료는 중추적인 역할을 담당하고 있다. 본 연구에서는 문헌고찰을 통해 골반 외상에 대한 올바른 진단 및 인터벤션 치료의 유용성과 고려 사항에 대해 알아보고자 한다.