• 제목/요약/키워드: Ultrasound Volume data

검색결과 35건 처리시간 0.033초

In vivo Evaluation of Flow Estimation Methods for 3D Color Doppler Imaging

  • Yoo, Yang-Mo
    • 대한의용생체공학회:의공학회지
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    • 제31권3호
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    • pp.177-186
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    • 2010
  • In 3D ultrasound color Doppler imaging (CDI), 8-16 pulse transmissions (ensembles) per each scanline are used for effective clutter rejection and flow estimation, but it yields a low volume acquisition rate. In this paper, we have evaluated three flow estimation methods: autoregression (AR), eigendecomposition (ED), and autocorrelation combined with adaptive clutter rejection (AC-ACR) for a small ensemble size (E=4). The performance of AR, ED and AC-ACR methods was compared using 2D and 3D in vivo data acquired under different clutter conditions (common carotid artery, kidney and liver). To evaluate the effectiveness of three methods, receiver operating characteristic (ROC) curves were generated. For 2D kidney in vivo data, the AC-ACR method outperforms the AR and ED methods in terms of the area under the ROC curve (AUC) (0.852 vs. 0.793 and 0.813, respectively). Similarly, the AC-ACR method shows higher AUC values for 2D liver in vivo data compared to the AR and ED methods (0.855 vs. 0.807 and 0.823, respectively). For the common carotid artery data, the AR provides higher AUC values, but it suffers from biased estimates. For 3D in vivo data acquired from a kidney transplant patient, the AC-ACR with E=4 provides an AUC value of 0.799. These in vivo experiment results indicate that the AC-ACR method can provide more robust flow estimates compared to the AR and ED methods with a small ensemble size.

혈류 진단을 위하여 직렬데이터 처리를 하는 다중(128) 채널 초음파 펄스 도플러 시스템에 관한 연구 (A Study on a Multichannel(128) Ultrasound Pulsed Doppler System with Serial Data Processing for Sensing the Blood Flow)

  • Kim, Young-Kil
    • 대한전자공학회논문지
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    • 제23권3호
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    • pp.389-396
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    • 1986
  • A pulsed ultrasonic doppler flowmeter for mesurements of velocity profils in man is described. The device projects a beam of ultrasound in burst of 570 ns duration at 3.5 MHz. The back-scattered signals are processed to produce a signal oxrresponding to the mean velocity over a small region of the flowing stream. The observation range of 112mm is divided into 128 depth channels. The size of this sample volume determines the flowmeter sensitivity and accuracy. The device uses a quadrature detector to detect the direction of the moving target(hemoglobin). The main feature of the novel instrumnet is its simple hardware structure due to sequential signal processing.

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Endoscopic ultrasound-guided coiling and glue is safe and superior to endoscopic glue injection in gastric varices with severe liver disease: a retrospective case control study

  • Kapil D. Jamwal;Rajesh K. Padhan;Atul Sharma;Manoj K. Sharma
    • Clinical Endoscopy
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    • 제56권1호
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    • pp.65-74
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    • 2023
  • Background/Aims: Gastric varices (GV) are present in 25% of cirrhotic patients with high rates of rebleeding and mortality. Data on endoscopic ultrasound (EUS)-guided treatment in severe liver disease (model for end stage liver disease sodium [MELD-Na] >18 and Child-Turcotte-Pugh [CTP] C with GV) are scarce. Thus, we performed a retrospective comparison of endoscopic glue injection with EUS-guided therapy in cirrhotic patients with large GV. Methods: A retrospective study was performed in the tertiary hospitals of India. A total of 80 patients were recruited. The inclusion criteria were gastroesophageal varices type 2, isolated gastric varices type 1, bleeding within 6 weeks, size of GV >10 mm, and a MELD-Na >18. Treatment outcomes and complications of endoscopic glue injection and EUS-guided GV therapy were compared. Results: In this study, the patients' age, sex, liver disease severity (CTP, MELD-Na) and clinical parameters were comparable. The median number of procedures, injected glue volume, complications, and GV obturation were better in the EUS group, respectively. On subgroup analysis of the EUS method (e.g., direct gastric fundus vs. paragastric collateral [PGC] coil placement), PGC coil placement showed decreased coil requirement, less injected glue volume, decreased luminal coil extrusion, and increased successful GV obturation. Conclusions: EUS-guided treatment is more efficient and safer, and requires a smaller number of treatment sessions, as compared to endoscopic treatment in severe liver disease patients with large GV. Furthermore, PGC coil placement increases the complete obliteration of GV.

Clinical Study on Safety and Efficacy of Microwave Ablation for Primary Hyperparathyroidism

  • Ying Wei;Lili Peng;Yan Li;Zhen-long Zhao;Ming-an Yu
    • Korean Journal of Radiology
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    • 제21권5호
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    • pp.572-581
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    • 2020
  • Objective: To evaluate the safety, feasibility, and efficacy of microwave ablation (MWA) for the treatment of primary hyperparathyroidism (PHPT). Materials and Methods: This study enrolled 67 PHPT patients (22 men, 45 women; mean age, 56.0 ± 16.3 years; range, 18-83 years) from January 2015 to December 2018. The laboratory data, including the serum intact parathyroid hormone (iPTH), calcium, phosphorus, and alkaline phosphatase (ALP) levels, were evaluated before MWA and again 2 hours, 1 day, 7 days, 1 month, 3 months, 6 months, 12 months, 18 months, and 24 months after. Results: Complete ablation was achieved with all 72 hyperplastic parathyroid glands found on the 67 patients enrolled, 64 of whom were treated in one session and 3 were treated over two sessions. The technical success rate was 100%. The median follow-up time was 13.6 months (range, 10.0-31.1 months). The clinical success rate was 89.4%. The volume reduction rate was 79.4% at 6 months. Compared to pre-MWA, the serum iPTH, calcium, phosphorus, and ALP levels had significantly improved 6 months post-MWA (iPTH, 157.3 pg/mL vs. 39.2 pg/mL; calcium, 2.75 ± 0.25 mmol/L vs. 2.34 ± 0.15 mmol/L; phosphorus, 0.86 ± 0.20 mmol/L vs. 1.12 ± 0.22 mmol/L; ALP, 79 U/L vs. 54 U/L, respectively; all, p < 0.01). Hoarseness was a major complication in 4 patients (6.0%), but it improved spontaneously within 2-3 months. Conclusion: MWA is safe, feasible, and effective for the treatment of PHPT.

초음파 볼륨에서 웨이브렛 변환을 이용한 전립선 객체 추출 (Prostate Object Extraction in Ultrasound Volume Using Wavelet Transform)

  • 오종환;김상현;김남철
    • 전자공학회논문지SC
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    • 제43권3호
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    • pp.67-77
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    • 2006
  • 본 논문에서는 웨이브렛 변환과 SVM 분류기를 이용하여 3차원 초음파 볼륨으로부터 전립선 객체를 추출하는 방법을 제안한다. 제안한 방법에서는 웨이브렛 변환의 수평 수직 방향의 상세 영상들의 평균치들로부터 웨이브렛 변환 모듈러스 영상을 구함으로써 잡음전력 대비 전립선 윤곽에 대한 국부 최대치들의 첨예도가 큰 모듈러스 영상을 얻을 수 있다. 또한 전립선의 밝기 변이 특성 및 전립선 내외부의 질감 차이 등을 특징으로 한 SVM 분류기를 이용함으로써 전립선 윤곽 추출의 정확도를 크게 향상시킬 수 있다. 실험 결과, 제안한 방법을 이용하여 전립선 윤곽을 찾을 경우 전문가에 의하여 추출된 윤곽과 비교하여 절대 평균 거리가 1.89로 나타났다.

고속 초음파 태아영상 볼륨 가시화를 위한 공간도약 거리변환 비교 (Comparison of Distance Transforms in Space-leaping for High Speed Fetal Ultrasound Volume Visualization)

  • 박혜진;송수민;김명희
    • 한국시뮬레이션학회논문지
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    • 제16권3호
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    • pp.57-63
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    • 2007
  • 초음파 태아 영상의 실시간 입체 가시화를 위한 볼륨 렌더링 가속화 방법은 결과영상에 영향을 끼치지 않는 관심객체영역외 빈공간을 샘플링 연산에서 제외시키는 공간도약 알고리즘이 일반적이다. 공간도약시 전처리과정에서 각 복셀에서 가장 가까이에 있는 객체의 경계복셀까지의 거리를 미리 계산 저장한 거리지도를 이용하면, 반복적 샘플링 연산을 줄임으로써 렌더링 속도 효율을 높일 수 있다. 거리지도 생성에 사용되는 여러 거리계산변환법 중 거리계산이 정교할수록 실수계산으로 인한 전처리시간이 소요되는 반면, 근사계산법을 이용하면 거리값 연산의 오차로 인한 샘플링의 횟수가 증가하는 단점이 있다. 본 논문에서는 전처리시간의 지연과 샘플링 횟수의 증가를 비교하여 초음파 태아 영상의 볼륨 렌더링에 가장 적합한 거리지도를 선택한다.

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Deep Learning-Based Lumen and Vessel Segmentation of Intravascular Ultrasound Images in Coronary Artery Disease

  • Gyu-Jun Jeong;Gaeun Lee;June-Goo Lee;Soo-Jin Kang
    • Korean Circulation Journal
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    • 제54권1호
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    • pp.30-39
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    • 2024
  • Background and Objectives: Intravascular ultrasound (IVUS) evaluation of coronary artery morphology is based on the lumen and vessel segmentation. This study aimed to develop an automatic segmentation algorithm and validate the performances for measuring quantitative IVUS parameters. Methods: A total of 1,063 patients were randomly assigned, with a ratio of 4:1 to the training and test sets. The independent data set of 111 IVUS pullbacks was obtained to assess the vessel-level performance. The lumen and external elastic membrane (EEM) boundaries were labeled manually in every IVUS frame with a 0.2-mm interval. The Efficient-UNet was utilized for the automatic segmentation of IVUS images. Results: At the frame-level, Efficient-UNet showed a high dice similarity coefficient (DSC, 0.93±0.05) and Jaccard index (JI, 0.87±0.08) for lumen segmentation, and demonstrated a high DSC (0.97±0.03) and JI (0.94±0.04) for EEM segmentation. At the vessel-level, there were close correlations between model-derived vs. experts-measured IVUS parameters; minimal lumen image area (r=0.92), EEM area (r=0.88), lumen volume (r=0.99) and plaque volume (r=0.95). The agreement between model-derived vs. expert-measured minimal lumen area was similarly excellent compared to the experts' agreement. The model-based lumen and EEM segmentation for a 20-mm lesion segment required 13.2 seconds, whereas manual segmentation with a 0.2-mm interval by an expert took 187.5 minutes on average. Conclusions: The deep learning models can accurately and quickly delineate vascular geometry. The artificial intelligence-based methodology may support clinicians' decision-making by real-time application in the catheterization laboratory.

Image-guided radiation therapy in lymphoma management

  • Eng, Tony;Ha, Chul S.
    • Radiation Oncology Journal
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    • 제33권3호
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    • pp.161-171
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    • 2015
  • Image-guided radiation therapy (IGRT) is a process of incorporating imaging techniques such as computed tomography (CT), magnetic resonance imaging (MRI), Positron emission tomography (PET), and ultrasound (US) during radiation therapy (RT) to improve treatment accuracy. It allows real-time or near real-time visualization of anatomical information to ensure that the target is in its position as planned. In addition, changes in tumor volume and location due to organ motion during treatment can be also compensated. IGRT has been gaining popularity and acceptance rapidly in RT over the past 10 years, and many published data have been reported on prostate, bladder, head and neck, and gastrointestinal cancers. However, the role of IGRT in lymphoma management is not well defined as there are only very limited published data currently available. The scope of this paper is to review the current use of IGRT in the management of lymphoma. The technical and clinical aspects of IGRT, lymphoma imaging studies, the current role of IGRT in lymphoma management and future directions will be discussed.

자궁선종을 동반한 자궁근종에서 자궁동맥 색전술을 이용한 치료의 효과 (Uterine Arterial Embolization for the Treatment of Leiomyomas Accompanying with Adenomyosis)

  • 장진범;배상욱;임재학;이도연;김정연;정경아;김세광;박기현
    • Clinical and Experimental Reproductive Medicine
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    • 제28권3호
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    • pp.215-223
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    • 2001
  • Objective: The purpose of this study was to make a guideline of uterine artery embolization for the treatment of uterine leiomyomas accompanying with adenomyosis in Korea. Materials and Methods : We performed the retrospective study for 37 women who had uterine leiomyomas accompanying with adenomyosis. Bilateral uterine artery embolization was performed in 37 patients (age range 25-65) during 17 months with pain, hypermenorrhea, urinary frequency etc due to leiomyomas. Ultrasound imaging was performed before the procedure and at mean 6.9 months after the procedure. Results: All procedures were technically successful. Mean clinical follow-up was 12.8 months. Minor complication occurred in 82% patients after the procedure. After imaging follow-up (mean, 6.9 months postprocedure), median uterine volume decreased 34.4%, and dominant myoma volume decreased 86%. There was no statistical difference in uterine volume reduction and dominant myoma size reduction whether occluding agents was polyvinyl alcohol, polyvinyl alcohol plus gelfoam, and gelfoam, and whether ultrasound measured Resistance Index value before the procedure was low or high. Conclusion: Primary candidates for uterine artery embolization include those with symptomatic uterine leiomyomas who no longer des ire fertility but wish to avoid surgery or are poor surgical risks. To our study, uterine volume reduction and dominant myoma size reduction in patients who had adenomyosis were similar to previous other studies in patients who had not adenomyosis. Therefore adenomyosis should not be considered as a contraindication for uterine artery embolization. Because there is little data about subsequent reproductive potential after this procedure, it should not be routinely advocated for infertile women. Further investigation is warranted for occluding agents and Resistance Index.

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뇌졸중 환자의 보행능력에 따른 횡격막 두께와 폐기능 분석 (The Analysis on Diaphragm Thickness and Lung Function of Stroke Patients by Walking Ability)

  • 정주현;김난수
    • 대한물리의학회지
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    • 제6권4호
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    • pp.437-445
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    • 2011
  • Purpose : The purpose of this study was to analysis on diaphragm thickness and lung function of stroke patients by walking ability. Methods : We recruited thirty-five adults after stroke(20 male, 15 female) for our study. The subjects were divided into two groups; independent walking group(11 male, 9 female) and non-independent walking group(9 male, 6 female). Assessment of diaphragm thickness was performed using ultrasound in B-mode with a 7.5 MHz linea probe. During the experiment, the subject was seated in the chair. All subjects performed maximal expiratory flow maneuvers using a spirometer in order to determine the forced expiratory volume in 1 second ($FEV_1$), forced vital capacity(FVC), peak expiratory flow(PEF) and $FEV_1$/FVC. Chest expansion was measured with a tape-measure placed circumferentially around the chest wall at the xiphoid process. The collected data analyzed by independent t-test. Results : The diaphragm thickness were significant differences between the independent walking and nonindependent walking group. Values of forced vital capacity, forced expiratory volume at one second, peak expiratory flow in pulmonary function tests were significant differences between the independent walking and non-independent walking group. However, chest expansion were not significant differences in both of the group. Conclusion : This study showed that walking ability of stroke patients have influenced on diaphragm thickness and pulmonary function.