• 대한자기공명의과학회:학술대회논문집
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• 대한자기공명의과학회 2003년도 제8차 학술대회 초록집
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• pp.44-44
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• 2003

To determine feasibility of contrast-enhanced MRI (co-MRI) at true end-diastole (ED) free from limitation of time for inversion-recovery and trigger window for quantifying transmural extent of infarction. 대상 및 방법： MRI was performed in 18 patients with myocardial infarction. Cine imaging and co-MRI with same registered slices in short axis were peformed. To allow true ED co-MRI, ECG synchronization should use two RR-intervals for one acquisition of a segment of k-space by setting the heart rate to half that of the true heart rate. Trigger delay time was adjusted to the RR-interval for imaging at ED and to the sum of RR-interval plus the time between R-wave and the end-systole (ES) determined in cine images for imaging at ES.

• 대한자기공명의과학회:학술대회논문집
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• 대한자기공명의과학회 2003년도 제8차 학술대회 초록집
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• pp.91-91
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• 2003

To determine feasibility of contrast-enhanced MRI (co-MRI) at true end-diastole (ED) free from limitation of time for inversion-recovery and trigger window for quantifying transmural extent of infarction. 대상 및 방법： MRI was peformed in 18 patients with myocardial infarction. Cine imaging and co-MRI with same registered slices in short axis were performed. To allow true ED co-MRI, ECG synchronization should use two RR-intervals for one acquisition of a segment of k-space by setting the heart rate to half that of the true heart rate. Trigger delay time was adjusted to the RR-interval for imaging at ED and to the sum of RR-interval plus the time between R-wave and the end-systole (ES) determined in cine images for imaging at ES.

• 대한자기공명의과학회:학술대회논문집
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• 대한자기공명의과학회 2002년도 제7차 학술대회 초록집
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• pp.114-114
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• 2002

Purpose： To know the fate of Gadophrin-2-enhanced areas in hearts with acute reperfused myocardial infarction. Method： The left anterior descending branches of coronary arteries were occluded for 90 min and reperfused for 60 min in 15 rabbits. Then, Gadophrin-2 (0.05 mmol/kg) was injected via ear veins. Short-axial T1-weighted spin echo images and fast cine images were obtained 24 hours after injection of Gadophrin-2. After four weeks, short-axial cine MRI was performed and T1-weighted spin echo Images were obtained 5 min and 15 min after injection of Gd-DTPA (0.2 mmol/kg). The animals were sacrificed and short-axial slices of the specimen were stained with 1.5% triphenyltetrazolium chloride (TTC) solution.

• 한국화재소방학회:학술대회논문집
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• 한국화재소방학회 2005년도 춘계학술논문발표회 논문집
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• pp.151-159
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• 2005

• 대한자기공명의과학회:학술대회논문집
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• 대한자기공명의과학회 1996년도 추계학술대회 초록집
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• pp.21-21
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• 1996

• Investigative Magnetic Resonance Imaging
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• 제25권1호
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• pp.10-22
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• 2021

Purpose: To overcome the difficulty in building a large data set with a high-quality in medical imaging, a concept of 'blended-transfer learning' (BTL) using a combination of both source data and target data is proposed for the target task. Materials and Methods: Source and target tasks were defined as training of the source and target networks to reconstruct cardiac CINE images from undersampled data, respectively. In transfer learning (TL), the entire neural network (NN) or some parts of the NN after conducting a source task using an open data set was adopted in the target network as the initial network to improve the learning speed and the performance of the target task. Using BTL, an NN effectively learned the target data while preserving knowledge from the source data to the maximum extent possible. The ratio of the source data to the target data was reduced stepwise from 1 in the initial stage to 0 in the final stage. Results: NN that performed BTL showed an improved performance compared to those that performed TL or standalone learning (SL). Generalization of NN was also better achieved. The learning curve was evaluated using normalized mean square error (NMSE) of reconstructed images for both target data and source data. BTL reduced the learning time by 1.25 to 100 times and provided better image quality. Its NMSE was 3% to 8% lower than with SL. Conclusion: The NN that performed the proposed BTL showed the best performance in terms of learning speed and learning curve. It also showed the highest reconstructed-image quality with the lowest NMSE for the test data set. Thus, BTL is an effective way of learning for NNs in the medical-imaging domain where both quality and quantity of data are always limited.

• 대한방사선기술학회지:방사선기술과학
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• 제45권1호
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• pp.69-76
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• 2022

This study, the method of reducing the exposure dose by changing the geometrical requirements among the preceding studies and the method of directly wearing a protector on the patient were used to expose the patient. A comparative experiment was conducted on the method of reducing the dose and the most effective method for reducing the exposure dose was investigated. Using the phantom, the dose of the lens, thyroid gland, and gonad gland in the 5 views most used in coronary angiography and intervention accumulated 5 times for 10 seconds at 60~70 kV, 200~250 mA as an automatic controller of the angiography system, and measured by Optically Stimulated Luminescent Dosimeter(OSLD). SID 100 cm and Cine 15 f/s as a control group the experiment was conducted by dividing the experimental group into 3 groups: a group lowered to Cine 7.5 f/s, a phantom protector, and a group lowered to 95 cm SID. As a result of the experiment, showing decrease in exposure dose compared to the control group. Lowering the cine frame may be the simplest and most effective method to reduce the exposure dose, but there is a limit that it cannot be applied if the operator judges that the diagnostic value is small or feels uncomfortable with the procedure. Conclusion as fallow reducing the exposure dose by directly wearing protector is the next best solution, and it is hoped that the conclusions obtained through this study will help reduce the exposure dose to unnecessary organ.

• 대한방사선치료학회지
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• 제19권2호
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• pp.123-129
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• 2007

목 적: 전산화 단층촬영방법(Computed Tomography, CT)에 따라 고식적(Axial), 나선식(Helical), 연속(Cine) 주사방법으로 획득되어진 영상은 주사방법이 다르므로 각각의 재현되는 이미지 상에서 차이가 존재한다. 각각의 전산화 단층촬영 주사방법(scan type)이 움직임을 얼마나 정확히 묘사하는지 알아보고자 구동 팬톰을 이용하여 재현성에 대해 고찰해 보고자 한다. 대상 및 방법: 상 하 방향, 위 아래 방향 움직임을 재현하기 위해 자체 제작한 구동 팬톰과 호흡동조 구동 motor를 이용한다. 구동 motor 위에 표지자를 올려놓고 전산화 단층촬영 시 움직임을 구별하기 위해 표지자에 위치 표시를 위한 방사선 비투과성 물질(Localizer)을 부착한다. 자체 제작한 구동 팬톰을 이용하여 위 아래 움직임은 1.3 cm (16회/1분당)으로 고정 시키고, 호흡동조 구동 motor을 이용하여 상 하 움직임은 0.2 cm (8 rot/1분당)으로 고정 한다. 각각의 움직임을 고정 시키고 난 후, 전산화 단층 촬영 방법에 따라 고식적(Axial), 나선식(Helical), 연속(Cine) 주사방법으로 촬영한다. RPT 장비를 이용하여 움직임을 나타내는 표지자에 부착한 방사선 비투과성 물질과 볼륨 재현성이 정확한지 비교, 분석 한다. 결 과: 표지자의 전체 체적은 88.2 $cm^3$로 위 아래 방향 3 cm, 상 하 방향 0.3 cm 이동을 고려했을 때는 전체 체적이 184.3 $cm^3$이었다. 각각의 전산화 단층촬영방법에 따른 전체 체적은 고식적 주사방법에서는 135 $cm^3$, 나선식 주사방법에서는 164.9 $cm^3$, 연속 주사방법에서는 181.7 $cm^3$였다. 움직임에 대한 재현성을 나타내는 데 있어 연속 주사방법에서 가장 근접하게 표지자를 묘출하였다. 또한, 표지자에 부착한 방사선 비투과성 물질의 재현성에서도 연속 주사방법에서 가장 근접하게 나타내었다. 결 론: 전산화 단층촬영방법에 따른 고식적, 나선식, 연속 주사방법은 움직임에 영향을 많이 받는 장기를 촬영할 때, 움직임에 따른 정확한 장기 묘사 및 종양 조직의 움직임을 재현해야 한다. 본 실험에서 사용한 구동 팬톰을 이용한 표지자를 재현하는데 있어 전산화 단층촬영 시 연속 주사방법에서 촬영 할 때 가장 재현성이 높았다. 하지만, 임상 적용 시 환자의 호흡이나 움직임이 팬톰처럼 일정하지 않기 때문에 이를 위한 환자 교육 및 호흡을 일정하게 해줄 수 있는 장치의 사용 및 개발이 필요하며, 각각의 전산화 단층촬영방법에 대한 피폭선량에 대해서도 고려해야 할 것이라 사료 된다.

• 한국의학물리학회지:의학물리
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• 제30권3호
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• pp.65-73
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• 2019

Purpose: We evaluated the motion-induced dosimetric effects on the field-in-field (FIF) technique for whole-breast irradiation (WBI) using actual patient organ motion data obtained from cine electronic portal imaging device (cine EPID) images during treatment. Materials and Methods: Ten breast cancer patients who received WBI after breast-conserving surgery were selected. The static FIF (SFIF) plan involved the application of two parallel opposing tangential and boost FIFs. To obtain the amplitude of the internal organ motion during treatment, cine EPID images were acquired five times for each patient. The outside contour of the breast (OCB) and chest wall (CW) contour were tracked using in-house motion analysis software. Intrafractional organ motion was analyzed. The dynamic FIF (DFIF) reflecting intrafractional organ motion incorporated into the SFIF plan was calculated and compared with the SFIF in terms of the dose homogeneity index (DHI_90/10) for the target and V₂₀ for the ipsilateral lung. Results: The average motion amplitudes along the X and Y directions were 1.84±1.09 mm and 0.69±0.50 mm for OCB and 1.88±1.07 mm and 1.66±1.49 mm for CW, respectively. The maximum motion amplitudes along the X and Y directions were 5.53 and 2.08 mm for OCB and 5.22 and 6.79 mm for CW, respectively. Significant differences in DHI_90/10 values were observed between SFIF and DFIF (0.94 vs 0.95, P<0.05) in statistical analysis. The average V₂₀ for the lung in the DFIF was slightly higher than that of the SFIF in statistical analysis (19.21 vs 19.00, P<0.05). Conclusion: Our findings indicate that the FIF technique can form a safe and effective treatment method for WBI. Regular monitoring using cine EPID images can be effective in reducing motion-induced dosimetric errors.

• 한국방사선학회논문지
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• 제7권4호
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• pp.277-284
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• 2013

심혈관 촬영 시 선량감소를 위해 실무자가 조절 가능한 기하학적 특성을 살펴보고, 각 특성에 따른 유효선량을 비교해 보았다. 인체 모형 팬텀을 이용하여 투시촬영과 영화촬영을 시행하였고, 선량의 측정은 심혈관 장치의 DAP meter를 이용하여 DAP 값을 유효선량으로 환산하였다. 먼저 영화촬영은 투시촬영에 비해 기하학적 특성 전반에 걸쳐서 선량이 약 6-7배 높았다. FPS mode에 따른 선량은 FPS를 낮게 설정할수록 선량이 70%까지 감소하였다. 선관 각도에 따른 선량은 LAO $45^{\circ}$+Caudal $30^{\circ}$이 가장 높게 측정되었고, 조사야 조절장치를 많이 적용할수록 선량은 감소하였다. X-선관과 영상증배관의 거리가 10 cm 멀어질수록 투시촬영과 영화촬영에서 각각 선량이 25-35%까지 증가하였다. FOV가 확대될수록 선량이 1.21-2배 증가하였고, 테이블과 영상증배관 거리가 10cm 멀어질수록 선량은 1.11-1.25배 까지 증가하였다. 따라서 본 연구에서 실험한 기하학적 특성인 FPS mode, 선관 각도, 조준기, 선관과 영상증배관 거리, 테이블과과 영상증배관 거리, FOV 영상 확대 등은 중재적 시술 시 실무자가 수시로 조절 가능한 인자이며, 각 특성에 따라 선량 감소 효과를 기대할 수 있다.