• 대한방사선기술학회지:방사선기술과학
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• 제43권6호
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• pp.503-509
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• 2020

This study aims to develop a patient-specific radiation exposure dose prediction model based on anthropometric data that can be easily measurable during CT examination, and to be used as basic data for DRL setting and radiation dose management system in the future. In addition, among the machine learning algorithms, the most suitable model for predicting exposure doses is presented. The data used in this study were chest CT scan data, and a data set was constructed based on the data including the patient's anthropometric data. In the pre-processing and sample selection of the data, out of the total number of samples of 250 samples, only chest CT scans were performed without using a contrast agent, and 110 samples including height and weight variables were extracted. Of the 110 samples extracted, 66% was used as a training set, and the remaining 44% were used as a test set for verification. The exposure dose was predicted through random forest, linear regression analysis, and SVM algorithm using Orange version 3.26.0, an open software as a machine learning algorithm. Results Algorithm model prediction accuracy was R^2 0.840 for random forest, R^2 0.969 for linear regression analysis, and R^2 0.189 for SVM. As a result of verifying the prediction rate of the algorithm model, the random forest is the highest with R^2 0.986 of the random forest, R^2 0.973 of the linear regression analysis, and R^2 of 0.204 of the SVM, indicating that the model has the best predictive power.

• 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.

• 대한치과의사협회지
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• 제52권3호
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• pp.132-138
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• 2014

The emergence of Cone Beam Computed Tomography(CBCT) in the late 1990s represented an innovative advancement in the field of dental and maxillofacial radiology because it greatly reduced the radiation exposure to patients and offered 3D images easily. The 3D information generated by this technique brings the potential of improved diagnosis and treatment planning for a wide range of clinical applications in dentistry. The use of CBCT includes diagnosis and surgical assessment of the orofacial hard tissue lesions, dental implant treatment planning and postoperative evaluation, TMJ assessment, diagnosis of craniofacial fracture, orthodontics, endodontics, and so on. All CBCT examinations should be justified on an individualized needs. The clinical benefits to the patient for each CBCT scan must outweigh the potential risks associated with exposure to ionizing radiation. CBCT scans should be taken with initially obtained medical and dental histories of patients and a close clinical examination. CBCT should be considered as an imaging alternative of other conventional radiography in cases where the anatomical structures of interest may not be seen. The smallest possible field of view(FOV) and the lowest setting of tube current and scan time should be chosen, and the entire images scanned should be interpreted by a qualified expert.

• 대한방사선기술학회지:방사선기술과학
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• 제39권1호
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• pp.27-33
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• 2016

심장혈관 조영술과 인터벤션은 현대 성인병의 증가로 급격히 증가하고 있다. 심장혈관 인터벤션은 장시간 동일 부위에 방사선을 조사하는 검사로 방사선으로 인한 피부상해를 일으킬 수 있다. 본 연구에서는 의료기관의 심장혈관 인터벤션의 진단참조준위를 조사하여 환자의 피폭선량을 감소시키는 도구로 사용하고자 한다. 본 연구는 147명의 환자에서 심장혈관 조영술과 인터벤션을 대상으로 누적 투시시간, 누적 투시면적선량, 영상촬영을 위한 면적선량, 누적 면적선량, 공기커마, 동영상 수, 총 영상 수에 대한 정보를 획득하여 진단참조준위를 설정하였다. 심장혈관 조영술의 진단참조준위와 인터벤션의 진단참조준위에 해당하는 면적선량 값은 각각 $44.4 Gy{\cdot}cm2$와 $298.6Gy{\cdot}cm2$로 나타났고 투시시간에 대한 진단참조준위는 각각 191.5 sec와 1935.3 sec로 나타났다. 진단참조준위는 반드시 넘으면 안 되는 값은 아니다. 하지만 진단참조준위를 제정하여 의료 기관에서 사용하고 있는 선량의 참조 값을 설정하고 이를 검토하는 과정은 환자의 불필요한 피폭선량을 감소시키는데 기여할 것이다.

• Journal of Radiation Protection and Research
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• 제48권1호
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• pp.9-14
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• 2023

Background: The detectors of both computed radiography (CR) and direct digital radiography (DR) have a wide dynamic range that could tolerate high values of exposure factors without an adverse effect on image quality. Therefore, this study aims to assess patient radiation dose and proposes institutional diagnostic reference levels (DRLs) for two teaching hospitals in Ghana. Materials and Methods: CR and DR systems were utilized in this study from two teaching hospitals. The CR system was manufactured by Philips Medical Systems DMC GmbH, while the DR system was manufactured by General Electric. The entrance skin doses (ESDs) were calculated using the standard equation and the tube output measurements. Free-in-air kerma (µGy) was measured using a calibrated radiation dosimeter. The proposed institutional DRLs were estimated using 75^th percentiles values of the estimated ESDs for nine radiographic projections. Results and Discussion: The calculated DRLs were 0.4, 1.6, 3.4, 0.5, 0.4, 1.1, 1.0, 1.2, and 1.7 mGy for chest posteroanterior (PA), lumbar spine anteroposterior (AP), lumbar spine lateral (LAT), cervical spine AP, cervical spine LAT, skull PA, pelvis AP, and abdomen AP, respectively in CR system. In the DR system, the values were 0.3, 1.6, 3.1, 0.4, 0.3, 0.7, 0.6, 0.9, and 1.3 for chest PA, lumbar spine AP, lumbar spine LAT, cervical spine AP, cervical spine LAT, skull PA, pelvis AP, and abdomen AP, respectively. Conclusion: Institutional DRLs in nine radiographic projections have been proposed for two teaching hospitals in Ghana for the first time. The proposed DRLs will serve as baseline data for establishing local DRLs in the hospitals and will be a valuable tool in optimizing patient doses.

• 대한방사선기술학회지:방사선기술과학
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• 제46권4호
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• pp.287-294
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• 2023

This study was conducted to ultimately reduce unnecessary radiation exposure by emphasizing the need and importance of correct positioning by examining the positioning relationship of anatomical structures in the human body and changes in X-ray images according to changes in patient positioning during the left lateral chest X-ray examination. This study investigated and analyzed previously published papers and books on the left lateral chest X-ray examination to find out the importance of positioning in the left lateral chest X-ray examination. To find out the importance of correct positioning in the left lateral chest X-ray, we compared three images of incorrectly positioned right thorax and left thorax rotated forward and the lower median surface of the body leaning against the image receptor. In the left lateral chest examination, a distorted image was obtained in which the shape of the anatomical structure observed in the image was changed according to the presence or absence of rotation of the patient and the inclination of the median visual surface. X-ray images with the most accurate and large amount of information were obtained from X-ray images with the correct positioning performed during left lateral chest X-ray examination. Therefore, It is believed that the left lateral chest X-ray examination will have beneficial effects such as providing accurate medical information, preventing misdiagnosis, reducing social costs, and ultimately reducing radiation exposure.

• 대한방사선기술학회지:방사선기술과학
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• 제40권3호
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• pp.407-413
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• 2017

의료 방사선은 환자의 진단 및 치료를 함에 있어 중대한 이득을 제공하지만 주변인에게 불필요한 피폭을 발생시킨다. 이에 본 연구에서는 환자와 일반인이 같은 공간 내 상주하는 다인 병실에 대해 선원항의 종류에 따른 공간선량률을 분석하고자 하였다. 실험은 몬테카를로 모의모사(MCNPX)를 이용하였으며, 선원항은 전신 뼈검사 환자와 이동형 X선 발생장치를 모사하였다. 실험결과 전신 뼈검사 환자의 측면 병상 위치에서 약 $3.46{\mu}Sv/hr$의 선량이 나타났으며, 이동형 X선 발생장치를 이용한 실험 결과, 흉부검사 시 측면 병상 위치에서 $1.47{\times}10^{-8}{\mu}Sv/irradiation$, 복부검사 시 측면 병상 위치에서 $2.97{\times}10^{-8}{\mu}Sv/irradiation$ 값이 나타났다. 이처럼 다인병실에서는 주변 환자에게 불필요한 방사선을 발생시키며, 국내의 미흡한 다인 병실의 방사선에 대한 법적인 규제 및 체계적인 차폐 방안이 마련되어져야 할 것이다.

• 한국콘텐츠학회논문지
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• 제12권8호
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• pp.233-239
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• 2012

본 연구는 본원에서 사용 중인 DR 장비에 내장되어 있는 구리필터를 이용하여 골반전후방향 촬영 시 영상의 화질을 저하시키지 않으면서 환자의 피폭선량을 줄이고자 실시하였다. 동일 조사선량으로 none filter, 0.1mmCu, 0.2mmCu, 0.3mmCu로 변화시켜 선량을 측정하고 PCXMC 프로그램으로 장기선량을 산출하였다. 결과는 고환과 방광에서 높은 선량이 검출 되었으며 필터 두께가 증가할수록 선량이 감소하였고 감소폭은 0.1mmCu 일 때 가장 크게 나타났다. 또한 촬영된 영상을 3명의 영상의학과 전문의에게 의뢰하여 평가해 본 결과 0.1mmCu를 사용한 영상이 none filter시와 가장 동일한 진단적 가치가 있는 영상으로 평가 되었고 이때 골반부 입사표면선량은 0.895mGy로 none filter 대비 47%의 선량을 줄일 수 있었다. 따라서 골반전후방향 촬영 시 0.1mmCu를 사용하여 촬영하면 환자의 피폭선량을 효과적으로 감소시킬 수 있을 것이다.

• 대한방사선기술학회지:방사선기술과학
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• 제29권1호
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• pp.39-46
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• 2006

진단용 방사선발생장치의 안전관리에 관한 규칙과 원자력법에서 사용되는 용어들이 일부 상이하게 기술됨으로서, 실무종사자들의 혼란을 막기 위해 본 연구를 실시하였다. 우리니라의 원자력법은 국제방시선방어위원회(ICRP)의 권고에 띠라 우리나라의 실정에 맞게 지속적으로 수정, 발전한 반면에, 진단용 방시선발생장치의 안전관리에 관한 규칙은 부분적인 수정함으로서, 용어의 혼란을 초래하게 되었다. 진단용 방사선발생장치의 안전관리에 관한 규칙과 원자력법을 비교하면 수정해야 할 사항들은 다음과 같았다. 1. 진단용 방사선발생장치의 안전관리에 관한 규칙과 원자력법에서 사용되는 용어와 단위가 다르다. 업무의 특성상 사용되는 특별한 용어를 제외하고, 공통으로 시용되는 용어의 통일은 반드시 필요하다. 비록 이원화된 방사선안전관리 체계일지라도 규제와 지도의 기준은 일원화되어야 할 뿐 아니라 방사선업무에 종사하는 자나 방사선안전관리 실무에 종사하는 자에게 혼란을 주어서는 바람직하지 못하다. 2. 진단용 방사선발생장치의 안전관리에 관한 규칙에는 다음의 규정이 추가되어야 한다. 1) 환자와 병원 방문객에 대한 방사선방어 2) 임신중인 여성환자의 방사선피폭제한 3) 의료상피폭으로 인정되지 않는 자의 방사선피폭제한 4) 임신 중인 여성 의료관계종사자의 피폭관리

• Imaging Science in Dentistry
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• 제42권4호
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• pp.237-242
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• 2012

Purpose: The objectives of this study were to survey the radiographic exposure parameters, to measure the patient doses for intraoral dental radiography nationwide, and thus to establish the diagnostic reference levels (DRLs) in intraoral dental X-ray examination in Korea. Materials and Methods: One hundred two intraoral dental radiographic machines from all regions of South Korea were selected for this study. Radiographic exposure parameters, size of hospital, type of image receptor system, installation duration of machine, and type of dental X-ray machine were documented. Patient entrance doses (PED) and dose-area products (DAP) were measured three times at the end of the exit cone of the X-ray unit with a DAP meter (DIAMENTOR M4-KDK, PTW, Freiburg, Germany) for adult mandibular molar intraoral dental radiography, and corrections were made for room temperature and pressure. Measured PED and DAP were averaged and compared according to the size of hospital, type of image receptor system, installation duration, and type of dental X-ray machine. Results: The mean exposure parameters were 62.6 kVp, 7.9 mA, and 0.5 second for adult mandibular molar intraoral dental radiography. The mean patient dose was 2.11 mGy (PED) and 59.4 $mGycm^2$ (DAP) and the third quartile one 3.07 mGy (PED) and 87.4 $mGycm^2$ (DAP). Doses at university dental hospitals were lower than those at dental clinics (p<0.05). Doses of digital radiography (DR) type were lower than those of film-based type (p<0.05). Conclusion: We recommend 3.1 mGy (PED), 87.4 $mGycm^2$ (DAP) as the DRLs in adult mandibular molar intraoral dental radiography in Korea.