• 제목/요약/키워드: Medical Image Evaluation

검색결과 589건 처리시간 0.034초

다모드 디지털 사진 영상 시스템을 이용한 피부 손상의 진단적 분석에 대한 연구 : DermaVision-Pro (Multimodal Digital Photographic Imaging System for Total Diagnostic Analysis of Skin Lesions: DermaVision-Pro)

  • 배영우;김은지;정병조
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2008년도 학술대회 논문집 정보 및 제어부문
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    • pp.153-154
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    • 2008
  • Digital photographic analysis is currently considered as a routine procedure in clinic because periodic follow-up examinations can provide meaningful information for diagnosis. However, it is impractical to separately evaluate all suspicious lesions with conventional digital photographic systems, which have inconsistent characteristics of the environmental conditions. To address the issue, it is necessary for total diagnostic evaluation in clinic to integrate conventional systems. Previously, a multimodal digital photographic imaging system, which provides a conventional color image, parallel and cross polarization color images and a fluorescent color image, was developed for objective evaluation of facial skin lesions. Based on our previous study, we introduce a commercial product, "DermaVision-PRO," for routine use in clinical application in dermatology. We characterize the system and describe the image analysis methods for objective evaluation of skin lesions. In order to demonstrate the validity of the system in dermatology, sample images were obtained from subjects with various skin disorders, and image analysis methods were applied for objective evaluation of those lesions.

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피부 화장품 및 의약품 효능 평가를 위한 피부영상 매칭에 관한 연구 (A Study on Skin Image Matching for Efficacy Evaluation of Skin Cosmetics and Medical Supplies)

  • 조성찬;이기정;황보택근
    • 한국콘텐츠학회:학술대회논문집
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    • 한국콘텐츠학회 2006년도 추계 종합학술대회 논문집
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    • pp.47-51
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    • 2006
  • 최근 기능성 화장품법이 공포되면서 피부 관련 화장품 및 의약품의 효능 측정 및 정확성 향상에 관한 연구가 필요하게 되었다. 특히 피부개선 정도를 확인하기 위해서는 피부의 정확한 위치를 비교하여야 하는데 현재까지는 사람의 눈을 통해 수동적으로 영상을 매칭하여 평가하는 실정이다. 이로 인해 비교 영상끼리의 매칭 정확성이 떨어지며 개선정도 측정 또한 정확하게 이루어지지 않고 있다. 본 연구는 피부개선 정도 평가의 정확성을 높이기 위한 영상의 자동 매칭 시스템을 제안한다. 첫째로 피부 영상의 특징을 모공 및 주름으로 정의하여 모공 및 주름이라 예상되는 후보영역들을 추출하고, 각 추출된 영역의 모멘트를 이용하여 모공과 주름을 구분한다. 그 후 구분된 각 영역들 질량 중심점을 계산하여 계산된 중심점들 간의 벡터값을 계산한다. 이렇게 각 영상에서 계산된 벡터값의 유사성을 비교하여 기 획득된 피부 영상과 참조 영상의 매칭을 수행한다. 본 알고리즘의 우수성은 실험을 통해 평가하였다.

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An Effective WSSENet-Based Similarity Retrieval Method of Large Lung CT Image Databases

  • Zhuang, Yi;Chen, Shuai;Jiang, Nan;Hu, Hua
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제16권7호
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    • pp.2359-2376
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    • 2022
  • With the exponential growth of medical image big data represented by high-resolution CT images(CTI), the high-resolution CTI data is of great importance for clinical research and diagnosis. The paper takes lung CTI as an example to study. Retrieving answer CTIs similar to the input one from the large-scale lung CTI database can effectively assist physicians to diagnose. Compared with the conventional content-based image retrieval(CBIR) methods, the CBIR for lung CTIs demands higher retrieval accuracy in both the contour shape and the internal details of the organ. In traditional supervised deep learning networks, the learning of the network relies on the labeling of CTIs which is a very time-consuming task. To address this issue, the paper proposes a Weakly Supervised Similarity Evaluation Network (WSSENet) for efficiently support similarity analysis of lung CTIs. We conducted extensive experiments to verify the effectiveness of the WSSENet based on which the CBIR is performed.

간호사 이미지에 관한 연구 (A Study on Image of the Nurse)

  • 김형자;김현옥
    • 간호행정학회지
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    • 제7권1호
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    • pp.97-110
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    • 2001
  • An image exists in the thought of every subjective person and it exercises its influence over everything, having a great power in the real world. An positive image of the nurse has an influence on her faith, value and confidence, therefore increasing her job satisfaction, helping to upgrade her level of profession of nursing through qualitative nursing service as a result, considering the necessity of such an image when it comes to improvement of the profession, the confirmation of the image is indispensable to its evaluation of a speciality in nursing. This study is intended to help that improvement of the nursing profession in the present so that the total effort in every field of nursing is made and to offer basic material for developing a strategy to improve the image of nurses. This study is designed to investigate such an image descriptively. The subjects include 105 nurses, 60 doctors, 68 office workers, 88 medical engineers, 127 patients and there protectors with a total of 448 adapted with accidental sampling, who work at Y and W general hospital in Chonju. The measuring instrument consists of 40 question, with the researcher amended and made from on of Inja Song(1993), Donsoon Lee(1995), Ilsim yang(1998), and its Cronbach's alpha coefficient is .95. Data were collected from March 1 2000 to March 20, 2000 using self-reported questionnairs, analyzed with SPSS WIN 7.5 after encoding. The results are as follows: 1. Most of the subjects thinks the nursing as a hard, stressful, always busy job(more than 75%), and consider nurses as good-looking, supportive and responsible to co-workers to above average degree($50.0{\sim}74.9%$), especially it shows the idea that nursing is independently academic job and has come to fasten itself upon the public. But it shows below the everage($25.0%{\sim}49.9%$) in regard to self development as a specialist, affection for there job, an association activity, service to the community, high intelligence level and direct given patient nursing service. It also rated low as a recommendable job, independently nursing accomplishment, social position. 2. The nurses, patients and there protectors expressed more positive opinions than doctors, medical engineers, office workers about the image of the nurse(F=18.80, p=.00). This fact indicates that the former group evaluated the image similarly contrary to lowness of the latter. 3. In the study on what influenced upon the image, it defines to 79.8% by direct contact in the hospital or acquaintance with nurses, and 16.3% by mass media. 67.3% answered that they saw the image in a new light through hospitalization, which suggests an important source for the image management originates from caring for the quality of nursing service. Considering the evaluation of the image above, we need strategies to lead a unique professional knowledge and technological development, insurance of professional self-determination, high social position, participation in group activities, dedication to lifetime job, in order that nursing comes to expand as a professional occupation. Also, as for generating more positive images, we must take the quality of nursing service into account and offer and monitor correct information about the expanded role and function of the nurse continuously so that mass media reflect a more accurate image of nurses in general.

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Evaluation of absorbed dose in monkey and mouse using 18F-FDG PET and CT density information

  • Kim, Wook;Lee, Yong Jin;Park, Yong Sung;Cho, Doo-Wan;Lee, Hong-Soo;Han, Su-Cheol;Kang, Joo Hyun;Woo, Sang-Keun
    • 대한방사성의약품학회지
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    • 제3권1호
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    • pp.18-24
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    • 2017
  • Patient-specific image-based internal dosimetry involves using the patient's individual anatomy and spatial distribution of radioactivity over time to obtain an absorbed dose calculation. Individual absorbed dose was calculated by accumulated activity multiply S-value of each organs. The aim of this study was to calculate the S-values using Monte Carlo simulation in monkey and mouse and evaluation of absorbed dose in each organ. Self-irradiation S-value of monkey heart self-irradiation was 3.15E-03 mGy-g/MBq-s, lung self-irradiation was 8.94E-04 mGy-g/MBq-s and liver self-irradiation S-value was 2.23E-03 mGy-g/MBq-s. Mouse heart self-irradiation S-value was 1.95E-01 mGy-g/MBq-s, lung was 9.59E-02 mGy-g/MBq-s, and liver was 1.40E-03 mGy-g/MBq-s. The results of this study show that the calculation protocol of image based individual absorbed dose of each organ using Monte Carlo simulation. Therefore, this study may be applied to calculate human specific absorbed dose.

Application of Artificial Intelligence to Cardiovascular Computed Tomography

  • Dong Hyun Yang
    • Korean Journal of Radiology
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    • 제22권10호
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    • pp.1597-1608
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    • 2021
  • Cardiovascular computed tomography (CT) is among the most active fields with ongoing technical innovation related to image acquisition and analysis. Artificial intelligence can be incorporated into various clinical applications of cardiovascular CT, including imaging of the heart valves and coronary arteries, as well as imaging to evaluate myocardial function and congenital heart disease. This review summarizes the latest research on the application of deep learning to cardiovascular CT. The areas covered range from image quality improvement to automatic analysis of CT images, including methods such as calcium scoring, image segmentation, and coronary artery evaluation.

반복적 연산으로 얻은 Sparse-view CT 영상에 대한 정량적 평가 (Quantitative Evaluation of Sparse-view CT Images Obtained with Iterative Image Reconstruction Methods)

  • 김혜선;;조민형;이수열
    • 대한의용생체공학회:의공학회지
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    • 제32권3호
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    • pp.257-263
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    • 2011
  • Sparse-view CT imaging is considered to be a solution to reduce x-ray dose of CT. Sparse-view CT imaging may have severe streak artifacts that could compromise the image qualities. We have compared quality of sparseview images reconstructed with two representative iterative reconstruction techniques, SIRT and TV-minimization, in terms of image error and edge preservation. In the comparison study, we have used the Shepp-Logan phantom image and real CT images obtained with a micro-CT. In both phantom image and real CT image tests, TV-minimization technique shows the best performance in error reduction and preserving edges. However, the excessive computation time of TV-minimization is a technical challenge for the practical use.

늑골 방사선검사 시 X선관 초점-영상수신체간 거리에 따른 환자선량과 화질의 연관성 평가 (Evaluation of Relationship between Radiation Dose and Image Quality according to Source to Image Receptor Distance in Rib Series Radiography)

  • 주영철;정영진
    • 대한방사선기술학회지:방사선기술과학
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    • 제41권5호
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    • pp.391-396
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    • 2018
  • The purpose of this study was to compare and analyze the patient dose according to the distance between the X-ray tube focus and the image receptor, and to propose a new method for quantitatively evaluating the image quality. Using this quantitative evaluation method, the optimal distance for increasing x-ray image quality with low radiation dose was estimated between source and image receptor in Rib series radiography. Phantom images were obtained by changing the distance between focus and image receptor (100 cm and 180 cm). The patient radiation dose was estimated using entrance surface dose and dose area product. In order to evaluate image quality objectively, a non - reference image evaluation method was employed with paper and salt noise and Gaussian filter. As a result of this study, when the SID was changed from 100 cm to 180 cm, the entrance surface dose decreased by 4 ~ 5 times and the dose area product decreased by 3 times. In addition, there is no significant difference in image quality between of SID 180 cm and SID 100 cm. In conclusion, it was demonstrated that performing the rib series radiography at SID 180 cm is an optimal method to reduce the exposure dose and improve the image quality.

Application of a newly developed software program for image quality assessment in cone-beam computed tomography

  • de Oliveira, Marcus Vinicius Linhares;Santos, Antonio Carvalho;Paulo, Graciano;Campos, Paulo Sergio Flores;Santos, Joana
    • Imaging Science in Dentistry
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    • 제47권2호
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    • pp.75-86
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    • 2017
  • Purpose: The purpose of this study was to apply a newly developed free software program, at low cost and with minimal time, to evaluate the quality of dental and maxillofacial cone-beam computed tomography (CBCT) images. Materials and Methods: A polymethyl methacrylate (PMMA) phantom, CQP-IFBA, was scanned in 3 CBCT units with 7 protocols. A macro program was developed, using the free software ImageJ, to automatically evaluate the image quality parameters. The image quality evaluation was based on 8 parameters: uniformity, the signal-to-noise ratio (SNR), noise, the contrast-to-noise ratio (CNR), spatial resolution, the artifact index, geometric accuracy, and low-contrast resolution. Results: The image uniformity and noise depended on the protocol that was applied. Regarding the CNR, high-density structures were more sensitive to the effect of scanning parameters. There were no significant differences between SNR and CNR in centered and peripheral objects. The geometric accuracy assessment showed that all the distance measurements were lower than the real values. Low-contrast resolution was influenced by the scanning parameters, and the 1-mm rod present in the phantom was not depicted in any of the 3 CBCT units. Smaller voxel sizes presented higher spatial resolution. There were no significant differences among the protocols regarding artifact presence. Conclusion: This software package provided a fast, low-cost, and feasible method for the evaluation of image quality parameters in CBCT.

CR 시스템에서 IP 잠상의 소거 후 Unexposed Image의 평가 (Evaluation of Unexposed Images after Erasure of Image Plate from CR System)

  • 임보연;박혜숙;김주혜;박광현;김희중
    • 한국의학물리학회지:의학물리
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    • 제20권4호
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    • pp.199-207
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    • 2009
  • Computed Radiography (CR) 시스템에서 영상의 신뢰성과 재현성을 높이기 위해서는 영상 획득 과정의 마지막 단계에서 이루어지는 나트륨램프의 소거에 의한 Image Plate (IP)의 완전한 초기화가 매우 중요하다. 본 연구에서는 CR (Agfa CR 25; Agfa, BELGIUM)을 이용하여 잠상의 소거 후 지연시간에 따른 노이즈의 평가, 소거량에 따른 잠상의 소거 후 노이즈의 평가, 그리고 American Association of Physicist in Medicine (AAPM) Report 93 (2006)의 CR acceptance test 중 erasure thoroughness 평가를 시행하였다. 임상에서 주로 쓰이는 Chest postero-anterior (PA), Hand PA, L-spine lateral을 촬영 후 스캔하였다. Chest PA와 L-spine lateral은 Chest phantom (3D-torso; CIRS, USA)을 이용하여 촬영했고 Hand PA는 피검자를 통해 촬영되었다. 실험 결과 Hand PA를 제외한 나머지 unexposed image에서 지연시간이 길어질수록 전반적으로 ghost image를 비롯한 noise가 증가하였으며, overexposure된 부분을 따라 ghost image가 나타났다. 지연시간에 의해 야기된 noise에 의한 영향은 육안으로 확인되지 않았다. 픽셀 값의 standard deviation (SD)은 overexposure 된 부분이 상대적으로 높게 측정되었다. 잠상의 소거 정도에 따른 영상의 noise평가 결과 Hand PA, Chest PA는 소거 정도 값이 높아져도 noise는 증가하지 않았다. 그러나 상대적으로 조사선량이 큰 L-spine lateral은 기준 소거 정도보다 낮을 경우 noise가 발생하였다. Erasure thoroughness 평가 결과 학과 내 CR 장비의 잠상소거능력은 기준치에 부합함을 확인하였다. 본 연구가 IP 초기화에 기초적인 자료를 제공함으로써 신뢰성 있는 영상을 획득하는데 기여할 것으로 기대한다.

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