• 제목/요약/키워드: Medical Image Analysis Software

검색결과 104건 처리시간 0.034초

몬테카를로 시뮬레이션을 이용한 X선 의료영상 획득 시 산란선 발생 영향 연구 (The Study on Scattered Radiation Effects According to Acquisition of X-ray Imaging using Monte Carlo Simulation)

  • 박지군;강상식;양승우;허예지;김교태
    • 한국방사선학회논문지
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    • 제12권5호
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    • pp.549-555
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    • 2018
  • 방사선 영상 기술은 피사체의 조성 및 두께에 따라 변화되는 X선의 흡수계수 차이를 기반으로 형성되는 대조도를 영상화하는 기술로서 영상 검출기에 입사하는 1차선 뿐 만 아니라 산란선이 영상 품질에 큰 영향을 미친다. 이에 본 연구에서는 피사체 두께, 조사야 변화에 따라 발생하는 산란선이 영상 품질에 미치는 영향을 고찰하고자 몬테카를로 시뮬레이션을 통하여 FSR 및 SPR 분석을 수행하였다. 연구 결과, 피사체 두께에 따른 FSR은 최대 15.3%p, SPR은 2.00 ~ 4.54로 분석되었으나, 조사야 변화에 대해서는 일정한 값을 유지하는 것으로 분석되었다. 이러한 결과를 바탕으로 피사체 두께는 영상 품질에 영향을 미치는 인자로서 고려되어야 하지만, 조사야는 영상 품질에 영향을 미치지 못하는 인자임을 검증하였다. 이러한 본 연구 결과는 영상 품질 개선을 위한 산란선에 대한 기초 자료로서 활용할 수 있을 것으로 사료된다.

Impact of scanning strategy on the accuracy of complete-arch intraoral scans: a preliminary study on segmental scans and merge methods

  • Mai, Hai Yen;Mai, Hang-Nga;Lee, Cheong-Hee;Lee, Kyu-Bok;Kim, So-yeun;Lee, Jae-Mok;Lee, Keun-Woo;Lee, Du-Hyeong
    • The Journal of Advanced Prosthodontics
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    • 제14권2호
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    • pp.88-95
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    • 2022
  • PURPOSE. This study investigated the accuracy of full-arch intraoral scans obtained by various scan strategies with the segmental scan and merge methods. MATERIALS AND METHODS. Seventy intraoral scans (seven scans per group) were performed using 10 scan strategies that differed in the segmental scan (1, 2, or 3 segments) and the scanning motion (straight, zigzag, or combined). The three-dimensional (3D) geometric accuracy of scan images was evaluated by comparison with a reference image in an image analysis software program, in terms of the arch shape discrepancies. Measurement parameters were the intermolar distance, interpremolar distance, anteroposterior distance, and global surface deviation. One-way analysis of variance and Tukey honestly significance difference post hoc tests were carried out to compare differences among the scan strategy groups (α = .05). RESULTS. The linear discrepancy values of intraoral scans were not different among scan strategies performed with the single scan and segmental scan methods. In general, differences in the scan motion did not show different accuracies, except for the intermolar distance measured under the scan conditions of a 3-segmental scan and zigzag motion. The global surface deviations were not different among all scan strategies. CONCLUSION. The segmental scan and merge methods using two scan parts appear to be reliable as an alternative to the single scan method for full-arch intraoral scans. When three segmental scans are involved, the accuracy of complete arch scan can be negatively affected.

동적 양전자방출단층 영상 분석을 위한 소프트웨어 개발: DIA Tool (Software Development for Dynamic Positron Emission Tomography : Dynamic Image Analysis (DIA) Tool)

  • 편도영;김정수;정영진
    • 대한방사선기술학회지:방사선기술과학
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    • 제39권3호
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    • pp.369-376
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    • 2016
  • 양전자방출단영상(Positron Emission Tomography, PET)은 여러 화합물과 방사성 동위원소를 결합하여 인체 내에 주입하여 인체 내의 대사율을 정량적으로 측정할 수 있는 핵의학적 검사이다. 특히, 암 조직에서 포도당 대사가 증가되는 현상을 $^{18}F$-FDG(Fluorodeoxyglucose)를 사용하여 널리 암 진단에 활용하며, 현대에서 발병 빈도가 높은 뇌질환 중 치매 및 파킨슨 진단에도 높은 유용성을 보인다는 연구가 다수 진행되었다. 이러한 현재의 정적 정보에 시간의 동적 정보를 포함하는 동적 양전자방출단층영상(dynamic PET, dPET)을 이용할 경우, 진단을 위한 추가적인 정보가 제공되므로 진단의 정확도 향상에 기여할 수 있다. 이러한 이유로 임상 연구자 및 방사선사의 큰 관심을 받고 있으나 연구를 진행하기 위해 손쉽게 사용 가능한 도구가 부족한 실정이며, 다양하고 복잡한 수학적 알고리즘(algorithm)이나 프로그래밍(programming) 기술이 부족할 경우 연구의 활성화를 방해하는 높은 진입장벽으로 존재하게 되므로, 본 연구에서는 dPET 연구의 활성화와 손쉬운 사용을 위해서 MATLAB을 이용하여 그래픽 유저(GUI) 기반으로 하여 무료 소프트웨어를 개발하였으며, 개발된 소프트웨어인 DIA-Tool(Dynamic Image analysis-Tool)은 복잡한 수학적 영상 분석 알고리즘을 누구나 손쉽게 사용할 수 있도록 설계되었다. 향후, 많은 임상 연구자들이 DIA-Tool을 이용하여 국내의 dPET 연구 발전에 큰 도움이 될 것이라 기대된다.

Development of RMRD and Moving Phantom for Radiotherapy in Moving Tumors

  • Lee, S.;Seong, Jin-Sil;Chu, Sung-Sil;Yoon, Won-Sup;Yang, Dae-Sik;Choi, Myung-Sun;Kim, Chul-Yong
    • 한국의학물리학회:학술대회논문집
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    • 한국의학물리학회 2003년도 제27회 추계학술대회
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    • pp.63-63
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    • 2003
  • Purpose: Planning target volume (PTV) for tumors in abdomen or thorax includes enough margin for breathing-related movement of tumor volumes during treatment. We developed a simple and handy method, which can reduce PTV margins in patients with moving tumors, respiratory motion reduction device system (RMRDs). Materials and Methods: The patients clinical database was structured for moving tumor patients and patient setup error measurement and immobilization device effects were investigated. The system is composed of the respiratory motion reduction device utilized in prone position and abdominal presser (strip device) utilized in the supine position, moving phantom and the analysis program, which enables the analysis on patients setup reproducibility. It was tested for analyzing the diaphragm movement and CT volume differences from patients with RMRDs, the magnitude of PTV margin was determined and dose volume histogram (DVH) was computed using a treatment planning software. Dose to normal tissue between patients with RMRDs and without RMRDs was analyzed by comparing the fraction of the normal liver receiving to 50% of the isocenter dose(TD50). Results: In case of utilizing RMRDs, which was personally developed in our hospital, the value was reduced to $5pm1.4 mm$, and in case of which the belt immobilization device was utilized, the value was reduced to 3$pm$0.9 mm. Also in case of which the strip device was utilized, the value was proven to reduce to $4pm.3 mm$0. As a result of analyzing the TD50 is irradiated in DVH according to the radiation treatment planning, the usage of the respiratory motion reduction device can create the reduce of 30% to the maximum. Also by obtaining the digital image, the function of comparison between the standard image, automated external contour subtraction, and etc were utilized to develop patients setup reproducibility analysis program that can evaluate the change in the patients setup. Conclusion: Internal organ motion due to breathing can be reduced using RMRDs, which is simple and easy to use in clinical setting. It can reduce the organ motion-related PTV margin, thereby decrease volume of the irradiated normal tissue.

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차이값 히스토그램 쉬프팅과 오류 예측 보정을 이용한 가역 영상 워터마킹 (Reversible Image Watermarking with Differential Histogram Shifting and Error Prediction Compensation)

  • 여동규;이해연;김병만;김경수
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제37권6호
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    • pp.417-429
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    • 2010
  • 가역 워터마킹 기법은 디지털 콘텐츠에 지각적 투명성을 유지하며 워터마크를 삽입한 후에, 이를 아무런 손상 없이 원본 상태로 복원할 수 있는 메시지 은닉 수단이다. 영상의 품질이 매우 중요한 의학, 군사, 원격측량, 예술작품 분야에서 워터마킹 응용은 영상처리와 분석과정에서 손상 없는 원본이 필요하기 때문에, 메시지를 검출하고 원본으로 복원하는 과정에서 어떠한 손상이라도 허용될 수 없는 완전한 가역성이 보장되어야 한다. 본 논문에서는 영상의 인접한 픽셀들 간의 차이값 히스토그램을 수정하여 메시지를 은닉하는 가역 영상 워터마킹 알고리즘을 제안한다. 제안한 방법에서는 높은 삽입용량과 지각적 투명성을 만족하기 위해 영상의 인접 픽셀들 간의 높은 유사성 특징을 이용하였다. 또한 오류 예측 보정 기법을 통하여 워터마크 삽입과정에서 발생할 수 있는 오버/언더플로우 문제와 salt-and-pepper 잡음 현상을 방지하였다. 제안한 가역 워터마킹 알고리즘의 성능을 검증하기 위하여 다양한 영상들에 대하여 기존 알고리즘들과 비교 분석하였다. 실험 결과에 따르면 제안한 알고리즘은 완전한 가역성과 함께 낮은 왜곡을 유지하면서도 높은 삽입용량을 얻을 수 있었다.

3차원 영상지원 뇌수술장비의 공간오차 최소화에 관한 연구 (A Study on the Minimization of Spatial Error in 3-Demensional Neuronavigator)

  • 이동준;다영신;이정교
    • 한국의학물리학회지:의학물리
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    • 제8권2호
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    • pp.19-26
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    • 1997
  • 뇌 수술 항법장치인 Viewing Wand(ISG Technologies, Toronto, Canada) 는 수술하는 현장에서 그 환자의 해부학적 구조물의 위치를 수술용 항법장치(navigator)를 통하여 3차원적으로 컴퓨터 모니터상의 해부학적 구조물의 영상과 1:1 대응 시켜가며 실시간 국 재수술을 할 수 있도록 하는 장비이다. 본 연구는 이 장비의 공간상의 오차를 최소화하기 위하여 최적 영상등록 방법을 모색하였다. 이를 위하여 아크릴을 재료로 두개모양의 팬텀을 제작하였으며 팬텀은 3 차원 영상지원수술하는 과정을 흉내낼 수 있도록 고안하였다. 팬텀의 내부에는 높이가 각각 다른 직경 5mm의 아크릴봉 22 개를 두개 내에 해부학적으로 주요 기관의 위치와 높이를 고려하여 등간격으로 수직으로 세워 배치하였다. 이 팬텀을 2.0mm 간격으로 틈없이 CT scan하여 3차원 영상을 만들고 영상에서 아크릴봉의 끝점을 실제 팬텀에서의 동일위치와 대응시켜 공간상 차이를 측정하고 분석 평가하여 오차가 최소화되는 영상등록 방법을 구였다. 실제 팬텀에서 임의의 좌표점과 이에 해당하는 영상의 좌표점을 대응시킬 때 Fiducial Fit Registration(FFR) 방법과 Surface Fit Registration(SFR) 방법을 혼합하여 사용할 경우 오차가 가장 적은 것으로 확인되었고 등록점들을 병소를 중심으로 폭넓게 대칭형으로 분포 시킬수록 오차가 감소하였다.

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자동현상기 지능화에 필요한 연산처리 기법의 개발을 위한 방사선 필름의 영상 지수의 분석 (Analysis of Image Factors of X-ray Films: Study for the Intelligent Replenishment System of Automatic Film Processor)

  • 박성태;윤종현;박광보;오용호;이형진;인경환;김건중
    • 대한방사선기술학회지:방사선기술과학
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    • 제21권1호
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    • pp.35-39
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    • 1998
  • We analyzed image factors to determine the characteristic factors that need for intelligent replenishment system of the auto film processor. We processed the serial 300 sheets of radiographic films of chest phantom without replenishment of developing and fixation replenisher. We took the digital data by using film digitizer which scaned the films and automatically summed up the pixel values of the films. We analyzed characteristic curves, average gradients and relative speeds of individual film using densitometer and step densitometry. We also evaluated the pH of developer, fixer, and washer fluid with digital pH meter. Fixer residual rate and washing effect were measured by densitometer using the reagent methods. There was no significant reduction of the digital density numbers of the serial films without replenishment of developer and fixer. The average gradients were gradually decreased by 0.02 and relative speeds were also gradually decreased by 6.96% relative to initial standard step-densitometric measurement. The pHs of developer and fixer were reflected the inactivation of each fluid. The fixer residual rates and washing effects after processing each 25 sheets of films were in the normal range. We suggest that the digital data are not reliable due to limitation of the hardware and software of the film digitizer. We conclude that average gradient and relative speed which mean the film's contrast and sensitivity respectively are reliable factors for determining the need for the replenishment of the auto film processor. We need more study of simpler equations and programming for more intelligent replenishment system of the auto film processor.

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Development of Respiratory Motion Reduction Device System (RMRDs) for Radiotherapy in Moving Tumor: Construction of RMRDs and Patient Setup Verification Program

  • Lee, Suk;Chu, Sung-Sil;Lee, Sei-Byung;Jino Bak;Cho, Kwang-Hwan;Kwon, Soo-Il;Jinsil Seong;Lee, Chang-Geol;Suh, Chang-Ok
    • 한국의학물리학회:학술대회논문집
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    • 한국의학물리학회 2002년도 Proceedings
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    • pp.86-89
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    • 2002
  • The purpose is to develop a system to reduce the organ movement from the respiration during the 3DCRT or IMRT. This research reports the experience of utilizing personally developed system for mobile tumors. The patients clinical database was structured for 10 mobile tumors and patient setup error measurement and immobilization device effects were investigated. The RMRD system is composed of the respiratory motion reduction device utilized in prone position and abdominal strip device(ASD) utilized in the supine position, and the analysis program, which enables the analysis on patients setup reproducibility. Dose to normal tissue between patients with RMRDs and without RMRDs was analyzed by comparing the normal tissue volume, field margins and dose volume histogram(DVH) using fluoroscopy and CT images. And, reproducibility of patients setup verify by utilization of digital images. When patients breathed freely, average movement of diaphragm was 1.2 cm in prone position in contrast to 1.6 cm in supine position. In prone position, difference in diaphragm movement with and without RMRDs was 0.5 cm and 1.2 cm, respectively, showing that PTV margins could be reduced to as much as 0.7 cm. With RMRDs, volume of the irradiated normal tissue (lung, liver) reduced up to 20 % in DVH analysis. Also by obtaining the digital image, reproducibility of patients setup verify by visualization using the real-time image acquisition, leading to practical utilization of our software. Internal organ motion due to breathing can be reduced using RMRDs, which is simple and easy to use in clinical setting. It can reduce the organ motion-related PTV margin, thereby decrease volume of the irradiated normal tissue.

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ICG 망막영상에서 국부적 특징점 분석에 의한 혈관의 자동 추적 (Automatic Tracking of Retinal Vessels by Analyzing Local Feature Points in IndoCyanine Green Retinal Images)

  • 임문철;김우생
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제29권3호
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    • pp.202-210
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    • 2002
  • 최근 수년 동안 의료영상에서 혈관의 추출 및 재구성에 관한 연구가 활발히 진행되어 오고 있으며 망막혈관 구조의 분석은 망막에 관련된 환자의 진단 및 치료에 중요한 정보를 제공하여 왔다. 본 연구에서는 ICG(Indocyanine Green) 기술에 의해 촬영된 망막영상에서 전체 망막혈관을 자동으로 추적하는 알고리즘을 제안한다 본 알고리즘은 각 혈관의 기울기크기 단면도(profile)로부터 국부적 최대점들(local maxima)과 처리방향을 평가하여 혈관의 외형과 중심을 추출하며, 국부적 최대점들의 방향성분을 비교하여 혈관의 분기점 및 교차점을 감지한다. 본 알고리즘을 환자의 ICG 망막영상에 적용하여 전체혈관이 자동으로 재구성되었으며 정확성과 연결성이 우수하다는 점을 실험결과로 제시하였다.

L-spine Bone SPECT/CT에서 획득된 저선량 CT 영상을 이용한 용적 골밀도 결과의 유용성 (Usefulness of volumetric BMD measurement by using low dose CT image acquired on L-spine Bone SPECT/CT)

  • 고현수;박순기;김은혜;최종숙;정우영;이동윤
    • 핵의학기술
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    • 제27권2호
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    • pp.99-109
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    • 2023
  • Purpose: CT scan makes up for the weak point of the nuclear medicine image having a low resolution and also were used for attenuation correction on image reconstruction. Recently, many studies try to make use of CT images additionally, one of them is to measure the bone mineral density(BMD) using Quantitative CT(QCT) software. BMD exams are performed to scan lumbar and femur with DXA(Dual-Energy X-Ray Absorptiometry) in order to diagnose bone disease such as osteopenia, osteoporosis. The purpose of this study is to identify the usefulness of QCT_BMD analyzed with low dose CT images on L-spine Bone SPECT/CT comparing with DXA_BMD. Materials and Methods: Fifty five women over 50 years old (mean 66.4 ± 9.1) who took the both examinations(L-spine Bone SPECT/CT with SIEMENS Intevo 16 and DXA scan with GE Lunar prodigy advance) within 90 days from April 2017 to July 2022, BMD, T-score and disease classification were analyzed. Three-dimensional BMD was analyzed with low dose CT images acquired on L-spine Bone SPECT/CT scan on Mindways QCT PROTM software and two-dimensional BMD was analyzed on DXA scan. Basically, Lumbar 1-4 were analyzed and the patients who has lesion or spine implants on L-spine were excluded for this study. Pearson's correlation analysis was performed in BMD and T-score, chi-square test was performed in disease classification between QCT and DXA. Results: On 55 patients, the minimum of QCT_BMD was 18.10, maximum was 166.50, average was 82.71 ± 31.5 mg/cm3. And the minimum of DXA-BMD was 0.540, maximum was 1.302, average was 0.902 ± 0.201 g/cm2, respectively. The result shows a strong statistical correlation between QCT_BMD and DXA_BMD(p<0.001, r=0.76). The minimum of QCT_T-score was -5.7, maximum was -0.1, average was -3.2 ± 1.3 and the minimum of DXA_T-score was -5.0, maximum was 1.7, average was -2.0 ± 1.3, respectively. The result shows a statistical correlation between QCT T-score and DXA T-score (p<0.001, r=0.66). On the disease classification, normal was 5, osteopenia was 25, osteoporosis was 25 in QCT and normal was 10, osteopenia was 25, osteoporosis was 20 in DXA. There was under-estimation of bone decrease relatively on DXA than QCT, but there was no significant differences statistically by chi-square test between QCT and DXA. Conclusion: Through this study, we could identify that the QCT measurement with low dose CT images QCT from L-Spine Bone SPECT/CT was reliable because of a strong statistical correlation between QCT_BMD and DXA_BMD. Bone SPECT/CT scan can provide three-dimensional information also BMD measurement with CT images. In the future, rather than various exams such as CT, BMD, Bone scan are performed, it will be possible to provide multipurpose information via only SPECT/CT scan. In addition, it will be very helpful clinically in the sense that we can provide a diagnosis of potential osteoporosis, especially in middle-aged patients.