• 제목/요약/키워드: Evaluation of ultrasound image

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결함 화상화를 통한 NAUT 특성평가 연구 (The Research on NAUT Characteristics Evaluation by Defection Image)

  • 나선영;김재열
    • Tribology and Lubricants
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    • 제26권6호
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    • pp.341-345
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    • 2010
  • The NAUT(Non contact Air coupled Ultrasonic Testing) is one of the ultrasonic wave inspection methods. It compensates High power ultrasound Pulser Receiver, pre-amp, air probe of high sensitivity in air to generate loss energy by NAUT methods. Generally, in case of ultrasound inspection, it applies contact methods by using couplant. However it can inspect of UT without couplant by this NAUT. The ultrasound transmission reception is composed in stable condition in NAUT. It can inspect high low material or the specimen of rough part, the narrow spot, too. The spot welding is applying the inosculation of automobile component, car body, all boards. The CFRP is necessity of NDE because of the solidity changes material according to lamella tearing. Therefore it checked on realization whether and commercialization in the spot welding and CFRP inspection that the NAUT would be applied them.

초음파-광음향 융합 영상을 위한 투명 초음파 변환기 (Optically transparent ultrasound transducers for combined ultrasound and photoacoustic imaging: A review)

  • 박성훈;장진호
    • 한국음향학회지
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    • 제42권5호
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    • pp.441-451
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    • 2023
  • 초음파 변환기는 광음향 및 초음파 영상 조합과 영상 평가에 있어 필수 구성 요소이다. 그러나 기존의 초음파 변환기는 불투명하여 광음향 영상을 획득하기 위해서는 광이 초음파 변환기를 우회 해야한다. 동축 정렬이 없다면 광 도달 영역이 제한되고 이를 해결하기 위해 복잡한 구성으로 시스템의 부피가 커지는 문제가 있다. 이러한 문제점을 극복하기 위해 광학적으로 투명한 초음파 변환기를 개발하기 위해 다양한 접근 방법이 연구되었다. 기존의 불투명한 초음파 변환기와 다르게 광학적으로 투명한 초음파 변환기는 특정 압전소자와 용도에 맞는 다양한 제작 방법이 존재한다. 본 연구에서 압전소자 기반의 투명 초음파 변환기에 사용되는 재료로 Lithium Niobate(LNO), Lead Magnesium Niobate-Lead Titanate(PMN-PT), Polyvinylidene Difluoride(PVDF)를 사용한 결과를 비교하였다. LNO는 투명 초음파 변환기에서 많이 사용되는 압전소자이고, PMN-PT는 LNO보다 높은 송수신율로 최근 활발히 연구되고 있다. 기존 투명 변환기는 광음향 해상도보다 초음파 해상도가 낮지만, 최근 PVDF를 사용하여 높은 초음파 해상도의 투명 집속초음파 변환기를 제작하고 있다. 이러한 투명 초음파 변환기 제작 결과에 대한 비교 분석을 수행하였다.

간경변 초음파 영상에서의 노이즈 제거를 위한 Median Modified Wiener Filter 알고리즘의 유용성 (Usefulness of Median Modified Wiener Filter Algorithm for Noise Reduction in Liver Cirrhosis Ultrasound Image)

  • 김승연;강수민;이영진
    • 한국방사선학회논문지
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    • 제17권6호
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    • pp.911-917
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    • 2023
  • 임상 초음파 검사를 사용한 간 표면의 결절성 변화를 관찰하는 방법은 간경변 진단에 유용하게 사용되고 있다. 하지만 초음파 영상에서 필연적으로 발생되는 speckle 노이즈는 간표면과 echo 패턴 변화의 식별을 어렵게 하므로 간경변 진단에 부정적인 영향을 끼친다. 본 연구의 목적은 간경변 초음파 영상의 노이즈를 효율적으로 줄일 수 있는 변형된 중간값 위너 필터(median modified Wiener filter, MMWF)를 모델링하여 적용 가능성을 확인하는 것이다. ACR 팬텀과 실제 간경변 환자를 통해 초음파 영상을 획득하였고, 각각의 영상마다 제안하는 MMWF 알고리즘과 conventional filter 들을 적용하였다. 획득된 초음파 영상들의 정량적 화질 평가인자로는 변동 계수(coefficient of variation, COV)와 가장자리 상승 거리(edge rise distance, ERD)를 사용하였다. ACR 팬텀과 실제 간경변 환자의 초음파 영상 모두에서 MMWF 알고리즘이 conventional filter 보다 COV와 ERD 값이 모두 향상되었음을 확인하였다. 결론적으로 제안하는 MMWF 알고리즘은 노이즈 레벨을 줄일 수 있음과 동시에 공간 분해능을 향상시킬 수 있어 간경변 환자의 진단률 향상에 기여할 수 있을 것으로 기대한다.

갑상선 초음파 영상의 평활화 알고리즘에 따른 U-Net 기반 학습 모델 평가 (Evaluation of U-Net Based Learning Models according to Equalization Algorithm in Thyroid Ultrasound Imaging)

  • 정무진;오주영;박훈희;이주영
    • 대한방사선기술학회지:방사선기술과학
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    • 제47권1호
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    • pp.29-37
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    • 2024
  • This study aims to evaluate the performance of the U-Net based learning model that may vary depending on the histogram equalization algorithm. The subject of the experiment were 17 radiology students of this college, and 1,727 data sets in which the region of interest was set in the thyroid after acquiring ultrasound image data were used. The training set consisted of 1,383 images, the validation set consisted of 172 and the test data set consisted of 172. The equalization algorithm was divided into Histogram Equalization(HE) and Contrast Limited Adaptive Histogram Equalization(CLAHE), and according to the clip limit, it was divided into CLAHE8-1, CLAHE8-2. CLAHE8-3. Deep Learning was learned through size control, histogram equalization, Z-score normalization, and data augmentation. As a result of the experiment, the Attention U-Net showed the highest performance from CLAHE8-2 to 0.8355, and the U-Net and BSU-Net showed the highest performance from CLAHE8-3 to 0.8303 and 0.8277. In the case of mIoU, the Attention U-Net was 0.7175 in CLAHE8-2, the U-Net was 0.7098 and the BSU-Net was 0.7060 in CLAHE8-3. This study attempted to confirm the effects of U-Net, Attention U-Net, and BSU-Net models when histogram equalization is performed on ultrasound images. The increase in Clip Limit can be expected to increase the ROI match with the prediction mask by clarifying the boundaries, which affects the improvement of the contrast of the thyroid area in deep learning model learning, and consequently affects the performance improvement.

Ultrasound Breast Elastographic Evaluation of Mass-Forming Ductal Carcinoma-in-situ with Histological Correlation - New Findings for a Toothpaste Sign

  • Leong, Lester Chee Hao;Sim, Llewellyn Shao-Jen;Jara-Lazaro, Ana Richelia;Tan, Puay Hoon
    • Asian Pacific Journal of Cancer Prevention
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    • 제17권5호
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    • pp.2673-2678
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    • 2016
  • Background: It is unclear as to whether the size ratio elastographic technique is useful for assessing ultrasound-detected ductal carcinoma-in-situ (DCIS) masses since they commonly lack a significant desmoplastic reaction. The objectives of this study were to determine the accuracy of this elastographic technique in DCIS and examine if there was any histopathological correlation with the grey-scale strain patterns. Materials and Methods: Female patients referred to the radiology department for image-guided breast biopsy were prospectively evaluated by ultrasound elastography prior to biopsy. Histological diagnosis was the gold standard. An elastographic size ratio of more than 1.1 was considered malignant. Elastographic strain patterns were assessed for correlation with the DCIS histological architectural patterns and nuclear grade. Results: There were 30 DCIS cases. Elastographic sensitivity for detection of malignancy was 86.7% (26/30). 10/30 (33.3%) DCIS masses demonstrated predominantly white elastographic strain patterns while 20/30 (66.7%) were predominantly black. There were 3 (10.0%) DCIS masses that showed had a co-existent bull's-eye sign and 7 (23.3%) other masses had a co-existent toothpaste sign, a strain pattern that has never been reported in the literature. Four out of 4/5 comedo DCIS showed a predominantly white strain pattern (p=0.031) while 6/7 cases with the toothpaste sign were papillary DCIS (p=0.031). There was no relationship between the strain pattern and the DCIS nuclear grade. Conclusions: The size ratio elastographic technique was found to be very sensitive for ultrasound-detected DCIS masses. While the elastographic grey-scale strain pattern should not be used for diagnostic purposes, it correlated well with the DCIS architecture.

깃각 자동측정 프로그램의 신뢰도와 타당도 평가 (An Evaluation of the Reliability and Validity of the Automatic Pennation Angle Measuring Program)

  • 김종순
    • PNF and Movement
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    • 제17권2호
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    • pp.329-337
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    • 2019
  • Purpose: Ultrasound imaging is commonly used to measure the pennation angle of human skeletal muscles in vivo. However, manual assessment of the pennation angle using ultrasound images is subjective and time-consuming and requires a high level of examiner skill. The architectural analysis of human skeletal muscles is thus challenging. Automated approaches using image processing techniques are therefore required to estimate the pennation angle in ultrasound images. The purpose of this study was thus to assess the intra-tester and inter-tester reliability and validity of the pennation angle using an automatic measurement program. Methods: Twenty-two healthy young adults (mean age = 22.55 years) with no medical history of neurological or musculoskeletal disorders voluntarily participated in this study. Ultrasound imaging was used to measure the pennation angle of the gastrocnemius muscle at rest. One examiner acquired images from all the participants. The intra-tester and inter-tester reliability were evaluated using the intraclass correlation coefficient (ICC) to estimate reliability. Validity was measured using Pearson's correlation coefficient. Results: The intra-rater reliability was excellent for the automatic pennation angle measuring program and the manual pennation angle assessment method (ICC>0.95). The inter-rater reliability was also excellent for both methods (ICC>0.93). All the correlation coefficients for the automatic pennation angle measuring program and the manual pennation angle assessment method were 0.79, which indicated a significantly positive correlation (p<0.05). Conclusion: Pennation angle measurement using the automatic pennation angle measuring program showed acceptable reliability and validity. This study therefore demonstrated that the automatic measuring program was able to automatically measure the pennation angle of skeletal muscles using ultrasound images, and thus made it easy to investigate skeletal muscle architecture.

근골격계 초음파검사에 사용되는 표재성 검사용 젤 패드 물질의 유용성 평가 (Usability Evaluation of Gel Pad Materials for Superficial Structures used in Musculoskeletal Ultrasonography)

  • 한미란;곽종길;송종남;장성주;한재복
    • 한국방사선학회논문지
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    • 제15권6호
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    • pp.899-909
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    • 2021
  • 손가락과 발가락 같은 작은 관절은 초음파 이미징 방식을 사용하여 평가하기에 작고 복잡한 구조물이지만, 최근 초음파 진단장치의 발전과 고주파 탐촉자의 개발로 정상적인 해부학과 다양한 병리 상태를 평가하는 데 근골격계 초음파검사가 유용한 도구로 사용되고 있다. 그러나 의료기관에 보편적으로 보급되어있는 접촉면 6 cm 길이의 선형 탐촉자(Linear Probe : 12-5 MHz)는 기존의 수용성 액체 초음파 젤 사용만으로는 인체의 굴곡진 부위에서 밀착이 되지 않아 영상 소실이 발생하는 검사의 한계가 지적되었고, 이러한 단점을 해결하기 위해 젤 패드의 사용이 증가 되고 있다. 현재 상용화된 워터젤 패드(Watergel Pad)는 사용 편리성이 뛰어나지만, 1회용 소모성 의료용품으로 재 반복 사용이 금지되고 비싼 단점이 있다. 본 연구에서 상용화된 워터젤 패드 사용으로 인한 경제적 부담을 해결하기 위해 저 비용의 수용성 식품 증점제 분말을 탐색하여 원형의 상태를 잘 갖춘 수분을 많이 함유한 탄력성 있는 젤 패드를 제작하였다. 초음파 정도관리용 팬텀 (N-365 Multipurpose Phantom) 영상 평가 결과 카파-카라기난 젤 패드, 아이오타-카라기난 젤 패드, 한천 젤 패드에서 허상 없이 모두 적합 기준안을 만족하였고 식품 증점제 분말을 구입하는 가격은 기존의 상용화된 워터젤 패드에 비해 약 38배 저렴하였다. 이러한 결과로 상용화된 고가의 1회용 워터젤 패드 대신 카파-카라기난, 아이오타-카라기난, 한천 분말을 이용하여 커버 없이 고형화된 탄력성 있는 젤 패드를 만들어 사용한다면 활용성, 편리성, 응용성 등이 우수한 초음파 전달매질의 대체물질로 가능성을 제안한다.

채널별 음장분포 분석을 통한 진단용 초음파 어레이 프로브의 평가방법에 관한 연구 (A Study of Testing Method for Diagnostic Ultrasonic Array Probe through Pattern Analysis of Acoustic-Fields with Probe Channel Division)

  • 유병철;최흥호;노시철;민해기;권장우
    • 대한의용생체공학회:의공학회지
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    • 제27권5호
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    • pp.229-236
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    • 2006
  • The acoustic field analysis method is the superior calibration method for rectifying the ultrasonic probe sensitivity. This method also can be applied to evaluate the probe performance in clinical fields without numerical analysis and precise measurements. In this paper, we propose the method of acoustic field pattern analysis with probe channel division for the evaluation of diagnostic ultrasound probe characterization. In order to verify our purpose, we performed a set of experiments. We measured the acoustic-field pattern of the three inferiority probes by channel division to evaluate an acoustic field distribution and impulse response characteristics. By comparing the results of acoustic field measurement method with that of conventional method such as impulse response and live image test for linear array probes, it is demonstrated that the ultrasound field measurement method is more effective then conventional method in detection of defective elements.

의료용 초음파 영상에 영향을 미치는 Algorithm Parameters 변환으로 빔 투과 깊이 연구 (Evaluation of Depth Penetration by Changing Image Parameters using Phantom on Ultrasound)

  • 이보삼;임현수
    • 대한방사선협회지
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    • 제30권1호
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    • pp.77-89
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    • 2004
  • I. 목적 : 의료용 초음파 장비의 성능 관리 중 최적 화질의 기본이 되는 심부 투과 깊이에 대해 검증이 미흡한 장비 회사의 protocol setting 값이 현재 대부분의 병원에서 사용되고 있는 실정이다. 이러한 protocol에서 벗어나 국내 여러 모델의 장치에 공통적으로 환자 검사에 실제로 사용하고 있는 algorithm 인 parameters를 사용하여 초음파 영상에 영향을 미치는 빔 투과 깊이의 변화에 따른 최적영상을 평가하고자 한다. II.

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Automated Breast Ultrasound System for Breast Cancer Evaluation: Diagnostic Performance of the Two-View Scan Technique in Women with Small Breasts

  • Bo Ra Kwon;Jung Min Chang;Soo Yeon Kim;Su Hyun Lee;Soo-Yeon Kim;So Min Lee;Nariya Cho;Woo Kyung Moon
    • Korean Journal of Radiology
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    • 제21권1호
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    • pp.25-32
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    • 2020
  • Objective: To comparatively evaluate the scan coverage and diagnostic performance of the two-view scan technique (2-VST) of the automated breast ultrasound system (ABUS) versus the conventional three-view scan technique (3-VST) in women with small breasts. Materials and Methods: Between March 2016 and May 2017, 136 asymptomatic women with small breasts (bra cup size A) suitable for 2-VST were enrolled. Subsequently, 272 breasts were subjected to bilateral whole-breast ultrasound examinations using ABUS and the hand-held ultrasound system (HHUS). During ABUS image acquisition, one breast was scanned with 2-VST, while the other breast was scanned with 3-VST. In each breast, the breast coverage and visibility of the HHUS detected lesions on ABUS were assessed. The sensitivity and specificity of ABUS were compared between 2-VST and 3-VST. Results: Among 136 breasts, eight cases of breast cancer were detected by 2-VST, and 10 cases of breast cancer were detected by 3-VST. The breast coverage was satisfactory in 94.1% and 91.9% of cases under 2-VST and 3-VST, respectively (p = 0.318). All HHUS-detected lesions were visible on the ABUS images regardless of the scan technique. The sensitivities and specificities were similar between 2-VST and 3-VST (100% [8/8] vs. 100% [10/10], and 97.7% [125/128] vs. 95.2% [120/126], respectively), with no significant difference (p > 0.05). Conclusion: 2-VST of ABUS achieved comparable scan coverage and diagnostic performance to that of conventional 3-VST in women with small breasts.