• Current Optics and Photonics
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• 제3권1호
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• pp.54-65
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• 2019

To develop a biomarker predicting tumor treatment efficacy is helpful to reduce time, medical expenditure, and efforts in oncology therapy. In clinics, microvessel density using immunohistochemistry has been proposed as an indicator that correlates with both tumor size and metastasis of cancer. In the preclinical study, we hypothesized that vascular morphometrics using optical coherence tomography angiography (OCTA) could be potential indicators to estimate the treatment efficacy of breast cancer. To verify this hypothesis, a 13762-MAT-B-III rat breast tumor was grown in a dorsal skinfold window chamber which was applied to a nude mouse, and the change in vascular morphology was longitudinally monitored during tumor growth and metronomic cyclophosphamide treatment. Based on the daily OCTA maximum intensity projection map, multiple vessel parameters (vessel skeleton density, vessel diameter index, fractal dimension, and lacunarity) were compared with the tumor size in no tumor, treated tumor, and untreated tumor cases. Although each case has only one animal, we found that the vessel skeleton density (VSD), vessel diameter index and fractal dimension (FD) tended to be positively correlated with tumor size while lacunarity showed a partially negative correlation. Moreover, we observed that the changes in the VSD and FD are prior to the morphological change of the tumor. This feasibility study would be helpful in evaluating the tumor vascular response to treatment in preclinical settings.

• 한국지능시스템학회:학술대회논문집
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• 한국퍼지및지능시스템학회 2003년도 ISIS 2003
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• pp.372-375
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• 2003

The incidence of blindness resulting from diabetic retinopathy has significantly increased despite the intervention of insulin to control diabetes mellitus. Early signs are microaneurysms, exudates, intraretinal hemorrhages, cotton wool patches, microvascular abnormalities, and venous beading. Advanced stages include neovascularization, fibrous formations, preretinal and vitreous microhemorrhages, and retinal detachment. Microaneurysm count is important because it is an indicator of retinopathy progression. The purpose of this paper is to apply data mining to detect diabetic retinopathy patterns in routine fundus fluorescein angiography. Early symptoms are of principal interest and therefore the emphasis is on detecting microaneurysms rather than vessel tortuosity. The analysis does not involve image-recognition algorithms. Instead, mathematical filtering isolates microaneurysms, microhemorrhages, and exudates as objects of disconnected sets. A neural network is trained on their distribution to return fractal dimension. Hausdorff and box counting dimensions grade progression of the disease. The field is acquired on fluorescein angiography with resolution superior to color ophthalmoscopy, or on patterns produced by physical or mathematical simulations that model viscous fingering of water with additives percolated through porous media. A mathematical filter and neural network perform the screening process thereby eliminating the time consuming operation of determining fractal set dimension in every case.

• 한국임상약학회지
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• 제22권2호
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• pp.103-112
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• 2012

Performance of coronary angiography for exact diagnosis and treatments of cardiovascular disease have been increased recently and it also brings increase of the contrast-induced nephropathy (CIN) referred from increasing use of radiological contrast agents. The variation of estimated glomerular filtration rate (eGFR) is an indicator of CIN, which is known to increase when renal function is decreased. Therefore, this study was to evaluate the affecting factors including concomitant drug on variation of eGFR of patients who underwent coronary angiography according to the conditions of renal function. Medical records of 66 patients were evaluated retrospectively and the patients underwent coronary angiography or angioplasty with nonionic and isotonic contrast media (iodixanol) at Chungnam national university hospital from 1 Jan 2008 to 30 Jul 2010. Patients group was divided into 2 groups; the patients in stages 3-4 chronic kidney disease (CKD) and the patients in stage 2 CKD. Each group was researched about the effect of concomitant drug and clinical characteristics on eGFR variation. The change of eGFR was compared among baseline and 2 or 3 day after coronary angiography. In results, the eGFR variation in group over age 75 was significantly decreased after radiological contrast agents exposure (p $$\leq_-$$ 0.05). The eGFR variation in anemia was significantly decreased after radiological contrast agents exposure in stage 2 CKD (p > 0.05). The eGFR variation in group under $HbA_{1c}$ 6.5% was significantly decreased after radiological contrast agents exposure in stages 3-4 CKD (p $$\leq_-$$ 0.05). The eGFR variation by taking statins, angiotensin converting enzyme inhibitors, calcium channel blockers and nitroglycerin was increased after radiological contrast agents exposure in stage 2 CKD (p $$\leq_-$$ 0.05). The eGFR variation by using of diuretics was significantly decreased after radiological contrast agents exposure in stages 3-4 CKD (p $$\leq_-$$ 0.05). The eGFR variation by taking statins, nitroglylcerin was increased after radiological contrast agents exposure in stages 3-4 CKD(p > 0.05). The eGFR variation in group over contrast dosage 150 ml was significantly decreased after radiological contrast agents exposure in stages 3-4 CKD (p $$\leq_-$$ 0.05). Therefore, when undergoing coronary angiography, contrast dosage should be minimized less than 150 ml, and diuretics should be restricted as possible in stages 3-4 CKD. Patients over age 75 require special attention to prevent CIN, and if patients undergo coronary angiography in stages 3-4 CKD, $HbA_{1c}$ is also requried to maintain below 6.5% to prevent CIN.

• Radiation Oncology Journal
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• 제13권1호
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• pp.87-94
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• 1995

Since March 1992, total 200 patients who visited our hospital as functional or organic lesions of central nervous system were treated by gamma knife stereotactic radiosurgery for 27 months. Thirty-nine patients of total cases was diagnosed as cerebral arteriovenous malformation. The rate of magnification on X-ray film was reduced by cutting fixation adaptor from 1.0 to below 1.45 times. In order to treat the deep- and lateral-seated cerebral arteriovenous malformation, we slightly modified the angiographic indicator, the commercial Leksell system, by cutting each inner sides about 5mm, We performed the more distinction of the scales by adapting 0.5mm or 1mm copper filter to angiographic indicator. The center point of indicator(X=100mm, Y=100mm, Z=100mm) is corrected by adjusting scales of X-, Y-, Z-axis to each inner 100 and outer 100 point within 1-2mm by repeated exposure of X-ray on films in trial-and-errors. We have developed the 'GKANGIO' programed as the Fortran-77 in Microvax - 3100, which can save treatment planning time and perform accurate pretreatment planning using the theoretical target metrix center. The theoretical description of the simplified method is presented for the reduction of experimental and numerical errors in treatment planning of radiosurgery.

• Korean Journal of Radiology
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• 제21권10호
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• pp.1165-1177
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• 2020

Objective: To assess the feasibility of applying a deep learning-based denoising technique to coronary CT angiography (CCTA) along with iterative reconstruction for additional noise reduction. Materials and Methods: We retrospectively enrolled 82 consecutive patients (male:female = 60:22; mean age, 67.0 ± 10.8 years) who had undergone both CCTA and invasive coronary artery angiography from March 2017 to June 2018. All included patients underwent CCTA with iterative reconstruction (ADMIRE level 3, Siemens Healthineers). We developed a deep learning based denoising technique (ClariCT.AI, ClariPI), which was based on a modified U-net type convolutional neural net model designed to predict the possible occurrence of low-dose noise in the originals. Denoised images were obtained by subtracting the predicted noise from the originals. Image noise, CT attenuation, signal-to-noise ratio (SNR), and contrast-to-noise ratio (CNR) were objectively calculated. The edge rise distance (ERD) was measured as an indicator of image sharpness. Two blinded readers subjectively graded the image quality using a 5-point scale. Diagnostic performance of the CCTA was evaluated based on the presence or absence of significant stenosis (≥ 50% lumen reduction). Results: Objective image qualities (original vs. denoised: image noise, 67.22 ± 25.74 vs. 52.64 ± 27.40; SNR [left main], 21.91 ± 6.38 vs. 30.35 ± 10.46; CNR [left main], 23.24 ± 6.52 vs. 31.93 ± 10.72; all p < 0.001) and subjective image quality (2.45 ± 0.62 vs. 3.65 ± 0.60, p < 0.001) improved significantly in the denoised images. The average ERDs of the denoised images were significantly smaller than those of originals (0.98 ± 0.08 vs. 0.09 ± 0.08, p < 0.001). With regard to diagnostic accuracy, no significant differences were observed among paired comparisons. Conclusion: Application of the deep learning technique along with iterative reconstruction can enhance the noise reduction performance with a significant improvement in objective and subjective image qualities of CCTA images.

• 대한방사선기술학회지:방사선기술과학
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• 제26권1호
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• pp.63-70
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• 2003

상장간맥동맥 증후군은 일반적인 검사에서 매우 탐지가 어려운 십이지장 만성폐색의 원인으로 대두되고 있다. 그러므로, 십이지장의 횡행부가 상장간막동맥과 복부대동 사이를 지나가기 때문에 복부대동맥과 상장간맥동맥 사이의 각도가 좁아져 십이지장 폐색의 원인을 야기시킨다. 이 각도의 측정은 일반혈관촬영으로는 복잡하고, 종종 부정확한 결과를 초래한다. 또한 한국인을 기준으로 각도 측정에 관한 시도 및 자료가 없는 실정이다. 따라서 본 연구자는 3차원 영상재구성을 위하여 범용컴퓨터에서 실행 가능한 Rapidia S/W를 이용함으로써 복부대동맥으로부터 상장간막동맥기시부의 각도를 측정하였는데, 상장간막동맥증후군이 없는 일반 환자를 대상으로 복부전산화단층촬영의 3차원영상을 이용하였다. 이 실험의 결과 상장간막동맥과 복부대동맥의 평균각도는 $50.05{\pm}15.87^{\circ}$이고 남자의 평균각도는 $53.64{\pm}16.57^{\circ}$이고 여자는 $46.46{\pm}14.98^{\circ}$로 남자의 각도가 약간 더 크게 나타났다. 이러한 연구를 통하여 얻은 각도가 상장간막동맥 증후군의 진단하는데 매우 중요한 지표가 될 것으로 사료된다.

• 대한핵의학회지
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• 제39권2호
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• pp.114-117
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• 2005

As the indication of percutaneous coronary intervention (PCI) has expanded to the more difficult and complicated cases, frequent restenosis is still expected after PCI. According to AHA/ACC guideline of the present time, routine use of myocardial perfusion single photon emission tomography (SPECT) is not recommended after coronary intervention, but symptom itself or exercise EKG is not enough for the detection of restensis or for the prediction of event-free survival. In high risk and/or symptomatic subjects, direct coronary angiography is required myocardial perfusion SPECT could detect restenosis in 79% of the patients if performed 2 to 9 months after PCI. Reversible perfusion decrease in the myocardial perfusion SPECT is known to be the major prognostic indicator of major adrerse cardiac event in PCI patients and also the prognosis is benign in the patients without reversible perfusion decrease. Though the cumulated specificity is 79% in the literature and optimal timing of myocardial perfusion SPECT is in controversy, SPECT is recommended even in asymptomatic patients at 3 to 9 months after PCI. Considering the evidences recently reported in the literature, myocardial perfusion SPECT is useful for risk stratification and detection of coronary artery restenosis requiring re-intervention in the asymptomatic patients after PCI.

• Journal of Korean Neurosurgical Society
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• 제66권2호
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• pp.172-182
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• 2023

Objective : The blood-brain barrier (BBB) is an obstacle for molecules to pass through from blood to the brain. Focused ultrasound is a new method which temporarily opens the BBB, which makes pharmaceutical delivery or removal of neurodegenerative proteins possible. This study was demonstrated to review our BBB opening procedure with magnetic resonance guided images and find specific patterns in the BBB opening. Methods : In this study, we reviewed the procedures and results of two clinical studies on BBB opening using focused ultrasound regarding its safety and clinical efficacy. Magnetic resonance images were also reviewed to discover any specific findings. Results : Two clinical trials showed clinical benefits. All clinical trials demonstrated safe BBB opening, with no specific side effects. Magnetic resonance imaging showed temporary T1 contrast enhancement in the sonication area, verifying the BBB opening. Several low-signal intensity spots were observed in the T2 susceptibility-weighted angiography images, which were also reversible and temporary. Although these spots can be considered as microbleeding, evidence suggests these are not ordinary microbleeding but an indicator for adequate BBB opening. Conclusion : Magnetic resonance images proved safe and efficient BBB opening in humans, using focused ultrasound.

• 대한방사선기술학회지:방사선기술과학
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• 제33권3호
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• pp.213-221
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• 2010

관상동맥질환의 진단과 치료를 위한 관상동맥조영술(Coronary Angiography, CA)과 경피적관상동맥중재술(Percutaneous Coronary Intervention, PCI) 과정에서 환자에 대한 유효선량을 알아보고, 이 선량으로 인한 암 발생위험을 CA와 PCI를 구분하여 평가해 보고자 하였다. CA를 시행한 환자 60명과 PCI 시술을 받은 환자 58명을 대상으로 DAP(dose-area product)를 측정하였고, 몬테카를로 시뮬레이션(Monte Carlo simulations) 프로그램(PCXMC 1.5)을 이용하여 유효선량과 장기선량을 산출하였다. 암 발생의 생애귀속위험의 평가는 전리방사선 생물학적 효과 위원회의 7차 보고서(BEIR VII)를 활용하였다. 그 결과 대상자의 DAP 값 평균은 CA군에서 $53.76\;Gy{\cdot}cm^2$이었고, PCI군에서는 $165.82\;Gy{\cdot}cm^2$이었다. 유효선량은 CA군에서 평균 1.28 mSv이었고, PCI군에서는 3.94 mSv이었다. 장기선량은 폐에서 CA군 2.17 mSv, PCI군 6.71 mSv이었고, 여성 유방선량은 CA에서 5.45 mSv, PCI에서 16.82 mSv이었다. 암 발생 생애귀속위험은 CA에서 남성은 1,508명 중 1명, 여성은 1,357명 중 1명이었고, PCI에서는 남성 553 중 1명, 여성은 482명 중 1명이었다. DAP 값은 몬테 카를로 시뮬레이션을 기본으로 하여 장기선량과 유효선량을 계산할 수 있는 지표가 되었다. CA와 PCI 과정에서 환자에게 노출되는 방사선량은 무시할 수 없는 암 발생의 생애귀속위험이 된다. 또한 암 발생 위험은 PCI군에서 더 높았고, 남성보다는 여성이 더 높았다.

• 한국방사선학회논문지
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• 제15권1호
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• pp.29-35
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• 2021

본 연구의 목적은 주기적으로 follow up CT를 촬영하는 뇌출혈 환자에게 조영제의 양을 줄임으로써 줄이기 전과 후의 영상의 화질의 차이가 있는지에 관하여 조사하는 것이었고, 줄이기 전과 후의 영상을 검사한 후 MMWP 프로그램을 이용하여 각각의 혈관 위치에 ROI를 설정하여 화질을 평가하였다. 먼저 Rt. CCA, Lt.CCA. Rt.MCA, Lt.MCA, Basilar artery에 각각 ROI를 잡았다. 둘째, 잡은 ROI에 대한 평균값과 표준편차값을 구하였다. 셋째, 구해진 평균값과 표준편차 값을 통하여 SNR과 CNR을 구하였다. 구하여진 SNR값과 CNR값을 T-test 통계를 구한 결과 SNR에 대한 결과 값은 Rt.CCA 0.765, Lt.CCA 0.871, Rt.MCA 0.343, Lt.MCA 0.235, Basilar artery 0.916이며, CNR에 대한 결과 값은 Rt.CCA 0.088, Lt.CCA 0.069, Rt.MCA 0.818, Lt.. MCA 0.579, Basilar artery 0.878로 나타났다. 구해진 SNR값과 CNR값을 통하여 통계를 구한 결과값이 조영제를 줄이기 전과 후의 영상의 화질에 차이가 없는 것으로 나타났다. 따라서 본 연구가 주기적으로 CT검사를 하는 환자들에게 조영제에 대한 부담이 덜어질 수 있는 지표가 되기를 바랍니다.